huggingface-hub 2.2.0

Source: https://github.com/huggingface/huggingface_hub
Tag scanned: v2.2.0
Compared with: v2.1.1 (0 signals introduced since)
Files: 469 scanned, 6 skipped (binary, oversized, or unrecognised)
Signals: 0 critical · 140 warn · 110 info
Scan time: 68.4 s
LLM review: Reviewed by claude-haiku-5-5 (Anthropic): the 100 most severe of 240 warn and critical signals (100 with a verdict); 100 demoted to info. The rest are unreviewed.
Disclude version: 4.0.0
Scanned (UTC): 2026-10-14 18:31

Signals

Ordered by severity, then signals introduced in this release. Hidden characters are shown as ⟨U+…⟩.

warn unicode-zero-width docs/source/or/quick-start.md:25:291

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
��୍କୁ ସେହି ଫାଇଲ୍⟨U+200C⟩ର ଆବଶ୍ୟକତା ହେଲେ,
```

warn unicode-zero-width docs/source/or/quick-start.md:28:101

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


ଆପଣ ଡାଉନଲୋଡ୍ କରିବାକୁ ଚାହୁଁଥିବା ଫାଇଲ୍⟨U+200C⟩ର ରିପୋଜିଟୋରି ID ଏବଂ ଫାଇଲ୍⟨U+200C⟩ର ନାମ ଆବଶ୍ୟକ ହେବ।

warn unicode-zero-width docs/source/or/quick-start.md:28:167

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


ଆପଣ ଡାଉନଲୋଡ୍ କରିବାକୁ ଚାହୁଁଥିବା ଫାଇଲ୍⟨U+200C⟩ର ରିପୋଜିଟୋରି ID ଏବଂ ଫାଇଲ୍⟨U+200C⟩ର ନାମ ଆବଶ୍ୟକ ହେବ।

warn unicode-zero-width docs/source/or/quick-start.md:29:109

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ଉଦାହରଣ ସ୍ୱରୂପ, [Pegasus](https://huggingface.co/google/pegasus-xsum) ମଡେଲ୍⟨U+200C⟩ର କନଫିଗରେସନ୍ ଫାଇଲ୍ ଡାଉନଲୋଡ୍ କରିବା ପାଇଁ:

```py

warn unicode-zero-width docs/source/or/quick-start.md:36:16

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ଫାଇଲ୍⟨U+200C⟩ର କୌଣସି ନିର୍ଦ୍ଦିଷ୍ଟ ଭର୍ସନ୍ ଡାଉନଲୋଡ୍ କରିବା ପାଇଁ, ବ୍ରାଞ୍ଚ୍ ନାମ, ଟ୍ୟାଗ୍ କିମ୍ବା କମିଟ୍ ହ୍ୟାଶ୍ ଉଲ୍ଲେଖ କରିବାକୁ `revision` ପାରା… (340 bytes total)

warn unicode-zero-width docs/source/or/quick-start.md:52:206

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


ଅନେକ ପରିସ୍ଥିତିରେ, ହବ୍ ସହିତ ଇଣ୍ଟରାକ୍ଟ କରିବା ପାଇଁ ଆପଣଙ୍କୁ ଗୋଟିଏ `Hugging Face` ଆକାଉଣ୍ଟ୍⟨U+200C⟩ ମାଧ୍ୟମରେ ପ୍ରମାଣୀକୃତ ହେବାକୁ ପଡ଼ିବ:

warn unicode-zero-width docs/source/or/quick-start.md:53:117

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ବ୍ୟକ୍ତିଗତ ରିପୋଜିଟୋରି ଡାଉନଲୋଡ୍ କରିବା, ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକ ଅପଲୋଡ୍ କରିବା, PR ତିଆରି କରିବା,...

warn unicode-zero-width docs/source/or/quick-start.md:54:98

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

କୌଣସି ଆକାଉଣ୍ଟ୍⟨U+200C⟩ ନଥିଲେ [ଗୋଟିଏ ଆକାଉଣ୍ଟ୍⟨U+200C⟩ ତିଆରି କରନ୍ତୁ](https://huggingface.co/join), ଏବଂ ତାପରେ ନିଜ [ସେଟିଂସ୍ ପୃଷ୍ଠା](https://huggingface.co/settings/tokens)ରୁ [User Access Token](http

warn unicode-zero-width docs/source/or/quick-start.md:54:159

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ଗୋଟିଏ ଆକାଉଣ୍ଟ୍⟨U+200C⟩ ତିଆରି କରନ୍ତୁ](https://huggingface.co/join), ଏବଂ ତାପରେ ନିଜ [ସେଟିଂସ୍ ପୃଷ୍ଠା](https://huggingface.co/settings/tokens)ରୁ [User Access Token](https://huggingface.co/docs/hub/security-tokens) ପାଇବା

warn unicode-zero-width docs/source/or/quick-start.md:54:509

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

��ନ୍ କରନ୍ତୁ। ହବ୍⟨U+200C⟩ରେ ଆପଣଙ୍କ ପରିଚୟ ପ୍ରମାଣୀକରଣ କରିବା ପାଇଁ User Access Token ବ୍ୟବହାର କରାଯାଏ।

warn unicode-zero-width docs/source/or/quick-start.md:57:18

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

> ଟୋକନ୍⟨U+200C⟩ରେ `read` କିମ୍ବା `write` ଅନୁମତି ରହିପାରେ। ଆପଣ କୌଣସି ରିପୋଜିଟୋରି ତିଆରି କିମ୍ବା ସମ୍ପାଦନ କରିବାକୁ ଚାହୁଁଥିଲେ, ଆପଣଙ୍କ ପାଖରେ `write` ଅନ… (340 bytes total)

warn unicode-zero-width docs/source/or/quick-start.md:59:14

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


### ଲଗ୍⟨U+200C⟩ଇନ୍ କମାଣ୍ଡ୍

ପ୍ରମାଣୀକରଣ କରିବାର ସବୁଠାରୁ ସହଜ ଉପାୟ ହେଉଛି ଟୋକନ୍⟨U+200C⟩କୁ ନିଜ ମେସିନ୍⟨U+200C⟩ରେ ସେଭ୍ କରିବା।

warn unicode-zero-width docs/source/or/quick-start.md:61:127

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


ପ୍ରମାଣୀକରଣ କରିବାର ସବୁଠାରୁ ସହଜ ଉପାୟ ହେଉଛି ଟୋକନ୍⟨U+200C⟩କୁ ନିଜ ମେସିନ୍⟨U+200C⟩ରେ ସେଭ୍ କରିବା।

warn unicode-zero-width docs/source/or/quick-start.md:61:165

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


ପ୍ରମାଣୀକରଣ କରିବାର ସବୁଠାରୁ ସହଜ ଉପାୟ ହେଉଛି ଟୋକନ୍⟨U+200C⟩କୁ ନିଜ ମେସିନ୍⟨U+200C⟩ରେ ସେଭ୍ କରିବା।

warn unicode-zero-width docs/source/or/quick-start.md:62:102

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ଆପଣ [`login`] କମାଣ୍ଡ୍ ବ୍ୟବହାର କରି ଟର୍ମିନାଲ୍⟨U+200C⟩ରୁ ଏହା କରିପାରିବେ:

```bash

warn unicode-zero-width docs/source/or/quick-start.md:68:42

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

��ପଣ ପୂର୍ବରୁ ଲଗ୍⟨U+200C⟩ଇନ୍ କରିଛନ୍ତି କି ନାହିଁ, କମାଣ୍ଡ୍ ତାହା ଜଣାଇବ ଏବଂ ଆପଣଙ୍କୁ ଟୋକନ୍ ପ୍ରଦାନ କରିବାକୁ କହିବ। ତାପରେ ଟୋକନ୍⟨U+200C⟩ଟିକୁ ଯାଞ… (339 bytes total)

warn unicode-zero-width docs/source/or/quick-start.md:68:291

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

��ବ। ତାପରେ ଟୋକନ୍⟨U+200C⟩ଟିକୁ ଯାଞ୍ଚ କରାଯାଇ ଆପଣଙ୍କ `HF_HOME` ଡିରେକ୍ଟୋରିରେ—ଡିଫଲ୍ଟ ଭାବେ `~/.cache/huggingface/token`—ସେଭ୍ କରାଯାଏ।

warn unicode-zero-width docs/source/or/quick-start.md:71:245

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


ବିକଳ୍ପ ଭାବରେ, ଆପଣ କୌଣସି ନୋଟବୁକ୍ କିମ୍ବା ସ୍କ୍ରିପ୍ଟରେ [`login`] ବ୍ୟବହାର କରି ପ୍ରୋଗ୍ରାମାଟିକ୍ ଭାବେ ଲଗ୍⟨U+200C⟩ଇନ୍ କରିପାରିବେ:

```py

warn unicode-zero-width docs/source/or/quick-start.md:78:96

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ଗୋଟିଏ ଆକାଉଣ୍ଟ୍⟨U+200C⟩ରେ ଲଗ୍⟨U+200C⟩ଇନ୍ କରିପାରିବେ। ନୂତନ ଆକାଉଣ୍ଟ୍⟨U+200C⟩ରେ ଲଗ୍⟨U+200C⟩ଇନ୍ କଲେ ଆପଣ ପୂର୍ବ ଆକାଉଣ୍ଟ୍⟨U+200C⟩ରୁ ସ୍ୱୟଂଚାଳିତ ଭାବେ ଲଗ୍⟨U+200C⟩ଆଉଟ୍ ହୋଇ

warn unicode-zero-width docs/source/or/quick-start.md:78:115

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

କାଉଣ୍ଟ୍⟨U+200C⟩ରେ ଲଗ୍⟨U+200C⟩ଇନ୍ କରିପାରିବେ। ନୂତନ ଆକାଉଣ୍ଟ୍⟨U+200C⟩ରେ ଲଗ୍⟨U+200C⟩ଇନ୍ କଲେ ଆପଣ ପୂର୍ବ ଆକାଉଣ୍ଟ୍⟨U+200C⟩ରୁ ସ୍ୱୟଂଚାଳିତ ଭାବେ ଲଗ୍⟨U+200C⟩ଆଉଟ୍ ହୋଇଯିବେ।

warn unicode-zero-width docs/source/or/quick-start.md:78:196

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

�� ନୂତନ ଆକାଉଣ୍ଟ୍⟨U+200C⟩ରେ ଲଗ୍⟨U+200C⟩ଇନ୍ କଲେ ଆପଣ ପୂର୍ବ ଆକାଉଣ୍ଟ୍⟨U+200C⟩ରୁ ସ୍ୱୟଂଚାଳିତ ଭାବେ ଲଗ୍⟨U+200C⟩ଆଉଟ୍ ହୋଇଯିବେ।

warn unicode-zero-width docs/source/or/quick-start.md:78:215

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

କାଉଣ୍ଟ୍⟨U+200C⟩ରେ ଲଗ୍⟨U+200C⟩ଇନ୍ କଲେ ଆପଣ ପୂର୍ବ ଆକାଉଣ୍ଟ୍⟨U+200C⟩ରୁ ସ୍ୱୟଂଚାଳିତ ଭାବେ ଲଗ୍⟨U+200C⟩ଆଉଟ୍ ହୋଇଯିବେ।

warn unicode-zero-width docs/source/or/quick-start.md:78:288

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ପୂର୍ବ ଆକାଉଣ୍ଟ୍⟨U+200C⟩ରୁ ସ୍ୱୟଂଚାଳିତ ଭାବେ ଲଗ୍⟨U+200C⟩ଆଉଟ୍ ହୋଇଯିବେ।

warn unicode-zero-width docs/source/or/quick-start.md:78:351

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
��ଚାଳିତ ଭାବେ ଲଗ୍⟨U+200C⟩ଆଉଟ୍ ହୋଇଯିବେ।
```

warn unicode-zero-width docs/source/or/quick-start.md:79:91

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ଆପଣଙ୍କ ବର୍ତ୍ତମାନ ସକ୍ରିୟ ଆକାଉଣ୍ଟ୍⟨U+200C⟩ କେଉଁଟି ତାହା ଜାଣିବା ପାଇଁ, କେବଳ `hf auth whoami` କମାଣ୍ଡ୍ ଚଲାନ୍ତୁ।

> [!WARNING]

warn unicode-zero-width docs/source/or/quick-start.md:82:22

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

> ଥରେ ଲଗ୍⟨U+200C⟩ଇନ୍ କରିବା ପରେ, ହବ୍⟨U+200C⟩କୁ ପଠାଯାଉଥିବା ସମସ୍ତ ଅନୁରୋଧ—ଏପରିକି ଯେଉଁ ପଦ୍ଧତିଗୁଡ଼ିକ ପାଇଁ ପ୍ରମାଣୀକରଣ ଅନିବାର୍ଯ୍ୟ ନୁହେଁ—ଡିଫ… (340 bytes total)

warn unicode-zero-width docs/source/or/quick-start.md:82:71

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

୍ କରିବା ପରେ, ହବ୍⟨U+200C⟩କୁ ପଠାଯାଉଥିବା ସମସ୍ତ ଅନୁରୋଧ—ଏପରିକି ଯେଉଁ ପଦ୍ଧତିଗୁଡ଼ିକ ପାଇଁ ପ୍ରମାଣୀକରଣ ଅନିବାର୍ଯ୍ୟ ନୁହେଁ—ଡିଫଲ୍ଟ ଭାବରେ ଆ… (339 bytes total)

warn unicode-zero-width docs/source/or/quick-start.md:82:476

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

�। ଆପଣ ନିଜ ଟୋକନ୍⟨U+200C⟩ର ଅନ୍ତର୍ନିହିତ ବ୍ୟବହାରକୁ ଅକ୍ଷମ କରିବାକୁ ଚାହୁଁଥିଲେ, ପରିବେଶ ଭେରିଏବଲ୍ ଭାବରେ `HF_HUB_DISABLE_IMPLICIT_TOKEN=1` ସେଟ୍ କରିବାକୁ ପଡ଼ି… (340 bytes total)

warn unicode-zero-width docs/source/or/quick-start.md:86:128

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

��୍ୟବହାର କରି ଲଗ୍⟨U+200C⟩ଇନ୍ କରିବା ମାଧ୍ୟମରେ ଆପଣ ନିଜ ମେସିନ୍⟨U+200C⟩ରେ ଏକାଧିକ ଟୋକନ୍ ସେଭ୍ କରିପାରିବେ। ଆପଣଙ୍କୁ ଏହି ଟୋକନ୍⟨U+200C⟩ଗୁଡ଼ିକ ମଧ୍ୟରେ ସ୍… (340 bytes total)

warn unicode-zero-width docs/source/or/quick-start.md:86:220

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

� ଆପଣ ନିଜ ମେସିନ୍⟨U+200C⟩ରେ ଏକାଧିକ ଟୋକନ୍ ସେଭ୍ କରିପାରିବେ। ଆପଣଙ୍କୁ ଏହି ଟୋକନ୍⟨U+200C⟩ଗୁଡ଼ିକ ମଧ୍ୟରେ ସ୍ଥାନୀୟ ଭାବେ ସୁଇଚ୍ କରିବାକୁ ପଡ଼ିଲେ, [auth sw… (341 bytes total)

warn unicode-zero-width docs/source/or/quick-start.md:86:356

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

��ଙ୍କୁ ଏହି ଟୋକନ୍⟨U+200C⟩ଗୁଡ଼ିକ ମଧ୍ୟରେ ସ୍ଥାନୀୟ ଭାବେ ସୁଇଚ୍ କରିବାକୁ ପଡ଼ିଲେ, [auth switch] କମାଣ୍ଡ୍ ବ୍ୟବହାର କରିପାରିବେ:

warn unicode-zero-width docs/source/or/quick-start.md:92:83

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

�� ହୋଇଥିବା ଟୋକନ୍⟨U+200C⟩ଗୁଡ଼ିକର ତାଲିକାରୁ ନାମ ଅନୁସାରେ ଗୋଟିଏ ଟୋକନ୍ ବାଛିବାକୁ କହିବ। ବାଛିବା ପରେ, ଚୟନ କରାଯାଇଥିବା ଟୋକନ୍⟨U+200C⟩ଟି `_active_` ଟୋକନ… (339 bytes total)

warn unicode-zero-width docs/source/or/quick-start.md:92:324

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ାଯାଇଥିବା ଟୋକନ୍⟨U+200C⟩ଟି `_active_` ଟୋକନ୍ ହୋଇଯାଏ ଏବଂ ହବ୍ ସହିତ ହେଉଥିବା ସମସ୍ତ ଇଣ୍ଟରାକ୍ସନ୍ ପାଇଁ ଏହା ବ୍ୟବହୃତ ହେବ।

warn unicode-zero-width docs/source/or/quick-start.md:94:86

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


ଆପଣ `hf auth list` ବ୍ୟବହାର କରି ନିଜ ମେସିନ୍⟨U+200C⟩ରେ ଉପଲବ୍ଧ ସମସ୍ତ ଆକ୍ସେସ୍ ଟୋକନ୍⟨U+200C⟩ର ତାଲିକା ଦେଖିପାରିବେ।

### ପରିବେଶ ଭେରିଏବଲ୍

warn unicode-zero-width docs/source/or/quick-start.md:94:168

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


ଆପଣ `hf auth list` ବ୍ୟବହାର କରି ନିଜ ମେସିନ୍⟨U+200C⟩ରେ ଉପଲବ୍ଧ ସମସ୍ତ ଆକ୍ସେସ୍ ଟୋକନ୍⟨U+200C⟩ର ତାଲିକା ଦେଖିପାରିବେ।

### ପରିବେଶ ଭେରିଏବଲ୍

warn unicode-zero-width docs/source/or/quick-start.md:103:219

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

�� ଆପଣଙ୍କ ମେସିନ୍⟨U+200C⟩ରେ ସଂରକ୍ଷିତ ଟୋକନ୍ ଅପେକ୍ଷା ପ୍ରାଥମିକତା ଦିଆଯାଏ।

warn unicode-zero-width docs/source/or/quick-start.md:107:151

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


ଶେଷରେ, `token`କୁ ପାରାମିଟର୍ ଭାବରେ ଗ୍ରହଣ କରୁଥିବା ଯେକୌଣସି ମେଥଡ୍⟨U+200C⟩ରେ ନିଜ ଟୋକନ୍ ପାସ୍ କରି ପ୍ରମାଣୀକରଣ କରିବା ମଧ୍ୟ ସମ୍ଭବ।

```

warn unicode-zero-width docs/source/or/quick-start.md:115:197

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

�େ ଆପଣ ନିଜ ଟୋକନ୍⟨U+200C⟩କୁ ସ୍ଥାୟୀ ଭାବେ ସଂରକ୍ଷଣ କରିବାକୁ ଚାହୁଁନାହାନ୍ତି କିମ୍ବା ଏକାସାଙ୍ଗରେ ଏକାଧିକ ଟୋକନ୍ ପରିଚାଳନା କରିବାକୁ ପଡ଼ୁଛି, … (341 bytes total)

warn unicode-zero-width docs/source/or/quick-start.md:118:18

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

> ଟୋକନ୍⟨U+200C⟩କୁ ପାରାମିଟର୍ ଭାବରେ ପାସ୍ କରିବା ସମୟରେ ଦୟାକରି ସାବଧାନ ରୁହନ୍ତୁ। ନିଜ କୋଡ୍⟨U+200C⟩ବେସ୍ କିମ୍ବା ନୋଟବୁକ୍⟨U+200C⟩ରେ ଏହାକୁ ହାର୍ଡକୋଡ୍ କରି

warn unicode-zero-width docs/source/or/quick-start.md:118:202

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

��ନ୍ତୁ। ନିଜ କୋଡ୍⟨U+200C⟩ବେସ୍ କିମ୍ବା ନୋଟବୁକ୍⟨U+200C⟩ରେ ଏହାକୁ ହାର୍ଡକୋଡ୍ କରିବା ପରିବର୍ତ୍ତେ, ଟୋକନ୍⟨U+200C⟩କୁ ଗୋଟିଏ ସୁରକ୍ଷିତ vaultରୁ ଲୋଡ୍ କରିବା ସର୍… (339 bytes total)

warn unicode-zero-width docs/source/or/quick-start.md:118:258

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

କିମ୍ବା ନୋଟବୁକ୍⟨U+200C⟩ରେ ଏହାକୁ ହାର୍ଡକୋଡ୍ କରିବା ପରିବର୍ତ୍ତେ, ଟୋକନ୍⟨U+200C⟩କୁ ଗୋଟିଏ ସୁରକ୍ଷିତ vaultରୁ ଲୋଡ୍ କରିବା ସର୍ବଦା ସର୍ବୋତ୍ତମ ପଦ୍ଧତି। … (339 bytes total)

warn unicode-zero-width docs/source/or/quick-start.md:118:375

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

��ବର୍ତ୍ତେ, ଟୋକନ୍⟨U+200C⟩କୁ ଗୋଟିଏ ସୁରକ୍ଷିତ vaultରୁ ଲୋଡ୍ କରିବା ସର୍ବଦା ସର୍ବୋତ୍ତମ ପଦ୍ଧତି। ଆପଣ ଅଜାଣତରେ ନିଜ କୋଡ୍ ସେୟାର କରିଦେଲେ, ହାର୍ଡକୋ… (341 bytes total)

warn unicode-mixed-script docs/source/or/quick-start.md:118:426

identifier `vaultରୁ` mixes scripts: Latin + Other (raw pass, confidence 0.80)

��ୋଟିଏ ସୁରକ୍ଷିତ vaultରୁ ଲୋଡ୍ କରିବା ସର୍ବଦା ସର୍ବୋତ୍ତମ ପଦ୍ଧତି। ଆପଣ ଅଜାଣତରେ ନିଜ କୋଡ୍ ସେୟାର କରିଦେଲେ, ହାର୍ଡକୋଡ୍ କରାଯାଇଥିବା ଟୋକନ… (340 bytes total)

warn unicode-zero-width docs/source/or/quick-start.md:122:55

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


ଆପଣ ପଞ୍ଜୀକୃତ ହୋଇ ଲଗ୍⟨U+200C⟩ଇନ୍ କରିସାରିବା ପରେ, [`create_repo`]
ଫଙ୍କସନ୍ ବ୍ୟବହାର କରି ଗୋଟିଏ ରିପୋଜିଟୋରି ତିଆରି କରନ୍ତୁ:

warn unicode-zero-width docs/source/or/quick-start.md:142:94

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

> [!TIP]
> ରିପୋଜିଟୋରି ତିଆରି କରିବା କିମ୍ବା ହବ୍⟨U+200C⟩କୁ ବିଷୟବସ୍ତୁ push କରିବା ପାଇଁ, ଆପଣଙ୍କୁ ଗୋଟିଏ User Access

warn unicode-zero-width docs/source/or/quick-start.md:146:19

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
## ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକ ଅପଲୋଡ୍ କରନ୍ତୁ
```

warn unicode-zero-width docs/source/or/quick-start.md:151:73

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


1. ଅପଲୋଡ୍ କରିବାକୁ ଥିବା ଫାଇଲ୍⟨U+200C⟩ର ପାଥ୍।
2. ରିପୋଜିଟୋରି ମଧ୍ୟରେ ଫାଇଲ୍⟨U+200C⟩ର ପାଥ୍।

warn unicode-zero-width docs/source/or/quick-start.md:152:69

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

2. ରିପୋଜିଟୋରି ମଧ୍ୟରେ ଫାଇଲ୍⟨U+200C⟩ର ପାଥ୍।
3. ଆପଣ ଯେଉଁ ରିପୋଜିଟୋରିରେ ଫାଇଲ୍ ଯୋଡ଼ିବାକୁ ଚାହୁଁଛନ୍ତି, ସେହି ରିପୋଜିଟୋରିର ID।

warn unicode-zero-width docs/source/or/quick-start.md:165:170

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


ଗୋଟିଏ ସମୟରେ ଏକାଧିକ ଫାଇଲ୍ ଅପଲୋଡ୍ କରିବା ପାଇଁ, [ଅପଲୋଡ୍](./guides/upload) ଗାଇଡ୍⟨U+200C⟩ଟି ଦେଖନ୍ତୁ।

warn unicode-zero-width docs/source/or/quick-start.md:171:142

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ହବ୍ ସହିତ ଇଣ୍ଟରାକ୍ଟ କରିବାର ଏକ ସହଜ ଉପାୟ ପ୍ରଦାନ କରେ। ହବ୍⟨U+200C⟩ରେ ଆପଣ ନିଜ ଫାଇଲ୍ ଏବଂ ରିପୋଜିଟୋରିଗୁଡ଼ିକୁ କିପରି ପରିଚାଳନା କରିପାରିବେ,

warn unicode-zero-width docs/source/or/quick-start.md:172:158

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ସେ ବିଷୟରେ ଅଧିକ ଜାଣିବା ପାଇଁ ଆମେ ଆପଣଙ୍କୁ ଆମର [ବ୍ୟବହାରିକ ଗାଇଡ୍⟨U+200C⟩ଗୁଡ଼ିକ](https://huggingface.co/docs/hub)  ପଢ଼ିବାକୁ ସୁପାରିସ କରୁଛୁ:

warn unicode-zero-width docs/source/or/quick-start.md:175:12

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

* [ନିଜ ରିପୋଜିଟୋରି ପରିଚାଳନା କରନ୍ତୁ](https://huggingface.co/docs/hub/en/repositories)।
* ହବ୍⟨U+200C⟩ରୁ ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକ [ଡାଉନଲୋଡ୍](https://huggingface.co/docs/huggingface_hub/en/guides/download) କରନ୍ତୁ।

warn unicode-zero-width docs/source/or/quick-start.md:175:37

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

* [ନିଜ ରିପୋଜିଟୋରି ପରିଚାଳନା କରନ୍ତୁ](https://huggingface.co/docs/hub/en/repositories)।
* ହବ୍⟨U+200C⟩ରୁ ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକ [ଡାଉନଲୋଡ୍](https://huggingface.co/docs/huggingface_hub/en/guides/download) କରନ୍ତୁ।

warn unicode-zero-width docs/source/or/quick-start.md:176:12

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

* ହବ୍⟨U+200C⟩ରେ ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକ [ଅପଲୋଡ୍](https://huggingface.co/docs/huggingface_hub/guides/upload) କରନ୍ତୁ।

warn unicode-zero-width docs/source/or/quick-start.md:176:37

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

* ହବ୍⟨U+200C⟩ରେ ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକ [ଅପଲୋଡ୍](https://huggingface.co/docs/huggingface_hub/guides/upload) କରନ୍ତୁ।

warn unicode-zero-width docs/source/or/quick-start.md:177:124

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

* ଆପଣ ଚାହୁଁଥିବା ମଡେଲ୍ କିମ୍ବା ଡାଟାସେଟ୍ ପାଇଁ [ହବ୍⟨U+200C⟩ରେ ସନ୍ଧାନ କରନ୍ତୁ](https://huggingface.co/docs/hub/search)।

warn unicode-mixed-script docs/source/ta/index.md:10:877

identifier `repositoryகளை` mixes scripts: Latin + Other (raw pass, confidence 0.80)

🤗 ஹபில் உங்கள் repositoryகளை எவ்வாறு நிர்வகிக்க வேண்டும், விவாதங்களில் எவ்வாறு ஈடுபட வேண்டும், அல்லது `Inference API`யை எப்படி அணுகுவ… (339 bytes total)

warn unicode-mixed-script docs/source/ta/index.md:18:289

identifier `hஹக` mixes scripts: Latin + Other (raw pass, confidence 0.80)

��களைத் தீர்க்க hஹக்கிங் ஃபேஸ் ஹப் ஐ எவ்வாறு பயன்படுத்துவது கற்றுக்கொள்ள இந்த கையேடுகளைப் பார்க்கவும்.</p>

warn unicode-zero-width i18n/README_kn.md:45:659

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ಮತ್ತು ಡೇಟಾಸೆಟ್⟨U+200C⟩ಗಳನ್ನು ಅನ್ವೇಷಿಸಿ ಅಥವಾ Hub ನಲ್ಲಿ ಹೋಸ್ಟ್ ಮಾಡಲಾದ ಸಾವಿರಾರು ಮೆಷಿನ್ ಲರ್ನಿಂಗ್ ಅಪ್ಲಿಕೇಶನ್⟨U+200C⟩ಗಳೊಂದಿಗೆ ಆಡಿ. ನೀವು ನಿ… (339 bytes total)

warn unicode-zero-width i18n/README_kn.md:45:879

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ಂಗ್ ಅಪ್ಲಿಕೇಶನ್⟨U+200C⟩ಗಳೊಂದಿಗೆ ಆಡಿ. ನೀವು ನಿಮ್ಮ ಸ್ವಂತ ಮಾದರಿಗಳು, ಡೇಟಾಸೆಟ್⟨U+200C⟩ಗಳು ಮತ್ತು ಡೆಮೊಗಳನ್ನು ಸಮುದಾಯದೊಂದಿಗೆ ರಚಿಸಿ ಹಂಚಿಕೊಳ್ಳಬ

warn unicode-zero-width i18n/README_kn.md:45:1013

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

��ಿಗಳು, ಡೇಟಾಸೆಟ್⟨U+200C⟩ಗಳು ಮತ್ತು ಡೆಮೊಗಳನ್ನು ಸಮುದಾಯದೊಂದಿಗೆ ರಚಿಸಿ ಹಂಚಿಕೊಳ್ಳಬಹುದು. `huggingface_hub` ಗ್ರಂಥಾಲಯವು Python ನಲ್ಲಿ ಇವೆಲ್ಲವನ್ನೂ ಮಾಡ… (340 bytes total)

warn unicode-zero-width i18n/README_kn.md:49:33

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


- Hub ನಿಂದ [ಫೈಲ್⟨U+200C⟩ಗಳನ್ನು ಡೌನ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ](https://huggingface.co/docs/huggingface_hub/en/guides/download).
- Hub ಗೆ [ಫೈಲ್⟨U+200C⟩ಗಳನ್ನು ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ](https://huggingface.co/docs/huggingface_hub/en/guides/upload).

warn unicode-zero-width i18n/README_kn.md:49:67

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


- Hub ನಿಂದ [ಫೈಲ್⟨U+200C⟩ಗಳನ್ನು ಡೌನ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ](https://huggingface.co/docs/huggingface_hub/en/guides/download).
- Hub ಗೆ [ಫೈಲ್⟨U+200C⟩ಗಳನ್ನು ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ](https://huggingface.co/docs/huggingface_hub/en/guides/upload).

warn unicode-zero-width i18n/README_kn.md:50:27

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

- Hub ಗೆ [ಫೈಲ್⟨U+200C⟩ಗಳನ್ನು ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ](https://huggingface.co/docs/huggingface_hub/en/guides/upload).
- [ನಿಮ್ಮ ರೆಪೊಸಿಟರಿಗಳನ್ನು ನಿರ್ವಹಿಸಿ](https://huggingface.co/docs/huggingface_hub/en/guides/repository).

warn unicode-zero-width i18n/README_kn.md:50:58

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

- Hub ಗೆ [ಫೈಲ್⟨U+200C⟩ಗಳನ್ನು ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ](https://huggingface.co/docs/huggingface_hub/en/guides/upload).
- [ನಿಮ್ಮ ರೆಪೊಸಿಟರಿಗಳನ್ನು ನಿರ್ವಹಿಸಿ](https://huggingface.co/docs/huggingface_hub/en/guides/repository).

warn unicode-zero-width i18n/README_kn.md:53:53

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

- ಮಾದರಿಗಳು, ಡೇಟಾಸೆಟ್⟨U+200C⟩ಗಳು ಮತ್ತು Spaces ಗಾಗಿ [ಹುಡುಕಿ](https://huggingface.co/docs/huggingface_hub/en/guides/search).

warn unicode-zero-width i18n/README_kn.md:54:113

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

- ನಿಮ್ಮ ಮಾದರಿಗಳನ್ನು ದಾಖಲಿಸಲು [ಮಾದರಿ ಕಾರ್ಡ್⟨U+200C⟩ಗಳನ್ನು ಹಂಚಿಕೊಳ್ಳಿ](https://huggingface.co/docs/huggingface_hub/en/guides/model-cards).

warn unicode-zero-width i18n/README_kn.md:55:53

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

- PR ಗಳು ಮತ್ತು ಕಾಮೆಂಟ್⟨U+200C⟩ಗಳ ಮೂಲಕ [ಸಮುದಾಯದೊಂದಿಗೆ ತೊಡಗಿಸಿಕೊಳ್ಳಿ](https://huggingface.co/docs/huggingface_hub/en/guides/community).

## ಸ್ಥಾಪನೆ

warn unicode-zero-width i18n/README_kn.md:81:17

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


### ಫೈಲ್⟨U+200C⟩ಗಳನ್ನು ಡೌನ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ

ಒಂದೇ ಫೈಲ್ ಡೌನ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ:

warn unicode-zero-width i18n/README_kn.md:81:51

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


### ಫೈಲ್⟨U+200C⟩ಗಳನ್ನು ಡೌನ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ

ಒಂದೇ ಫೈಲ್ ಡೌನ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ:

warn unicode-zero-width i18n/README_kn.md:83:39

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ಒಂದೇ ಫೈಲ್ ಡೌನ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ:

```py
```

warn unicode-zero-width i18n/README_kn.md:99:13

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ಫೈಲ್⟨U+200C⟩ಗಳು ಸ್ಥಳೀಯ ಕ್ಯಾಶ್ ಫೋಲ್ಡರ್⟨U+200C⟩ನಲ್ಲಿ ಡೌನ್⟨U+200C⟩ಲೋಡ್ ಆಗುತ್ತವೆ. ಹೆಚ್ಚಿನ ವಿವರಗಳಿಗಾಗಿ [ಈ ಮಾರ್ಗದರ್ಶಿ](https://huggingface.co/docs/huggingface_hub/en/guides/manage-cache) … (339 bytes total)

warn unicode-zero-width i18n/README_kn.md:99:85

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ಕ್ಯಾಶ್ ಫೋಲ್ಡರ್⟨U+200C⟩ನಲ್ಲಿ ಡೌನ್⟨U+200C⟩ಲೋಡ್ ಆಗುತ್ತವೆ. ಹೆಚ್ಚಿನ ವಿವರಗಳಿಗಾಗಿ [ಈ ಮಾರ್ಗದರ್ಶಿ](https://huggingface.co/docs/huggingface_hub/en/guides/manage-cache) ನೋಡಿ.

warn unicode-zero-width i18n/README_kn.md:99:116

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ಡರ್⟨U+200C⟩ನಲ್ಲಿ ಡೌನ್⟨U+200C⟩ಲೋಡ್ ಆಗುತ್ತವೆ. ಹೆಚ್ಚಿನ ವಿವರಗಳಿಗಾಗಿ [ಈ ಮಾರ್ಗದರ್ಶಿ](https://huggingface.co/docs/huggingface_hub/en/guides/manage-cache) ನೋಡಿ.

warn unicode-zero-width i18n/README_kn.md:103:48

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

 Face Hub ಅಪ್ಲಿಕೇಶನ್⟨U+200C⟩ಗಳನ್ನು ದೃಢೀಕರಿಸಲು ಟೋಕನ್⟨U+200C⟩ಗಳನ್ನು ಬಳಸುತ್ತದೆ (ನೋಡಿ [ದಸ್ತಾವೇಜು](https://huggingface.co/docs/hub/security-tokens)). ನಿಮ್ಮ ಯಂತ್ರದಲ್ಲಿ ಲಾಗಿನ್ … (340 bytes total)

warn unicode-zero-width i18n/README_kn.md:103:116

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ಢೀಕರಿಸಲು ಟೋಕನ್⟨U+200C⟩ಗಳನ್ನು ಬಳಸುತ್ತದೆ (ನೋಡಿ [ದಸ್ತಾವೇಜು](https://huggingface.co/docs/hub/security-tokens)). ನಿಮ್ಮ ಯಂತ್ರದಲ್ಲಿ ಲಾಗಿನ್ ಮಾಡಲು:

warn unicode-zero-width i18n/README_kn.md:119:17

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


### ಫೈಲ್⟨U+200C⟩ಗಳನ್ನು ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ

ಒಂದೇ ಫೈಲ್ ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ:

warn unicode-zero-width i18n/README_kn.md:119:48

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


### ಫೈಲ್⟨U+200C⟩ಗಳನ್ನು ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ

ಒಂದೇ ಫೈಲ್ ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ:

warn unicode-zero-width i18n/README_kn.md:121:36

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ಒಂದೇ ಫೈಲ್ ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿ:

```py
```

warn unicode-zero-width i18n/README_kn.md:145:45

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


ವಿವರಗಳಿಗಾಗಿ [ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾರ್ಗದರ್ಶಿ](https://huggingface.co/docs/huggingface_hub/en/guides/upload) ನೋಡಿ.

## Hub ನೊಂದಿಗೆ ಸಂಯೋಜನೆ

warn unicode-zero-width i18n/README_kn.md:154:184

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

- git ಆಧಾರಿತ ವಿಧಾನದ ಮೂಲಕ ಅಂತರ್ನಿರ್ಮಿತ ಫೈಲ್ ಆವೃತ್ತಿ ನಿರ್ವಹಣೆ, ದೊಡ್ಡ ಫೈಲ್⟨U+200C⟩ಗಳಿಗೂ ಸಹ.

warn unicode-zero-width i18n/README_kn.md:155:12

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

- ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿದ ಮಾದರಿಗಳೊಂದಿಗೆ ಆಡಲು ಬ್ರೌಸರ್ ವಿಜೆಟ್⟨U+200C⟩ಗಳು.
- ಯಾರಾದರೂ ನಿಮ್ಮ ಗ್ರಂಥಾಲಯಕ್ಕಾಗಿ ಹೊಸ ಮಾದರಿ ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಬಹುದು.

warn unicode-zero-width i18n/README_kn.md:155:137

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

- ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿದ ಮಾದರಿಗಳೊಂದಿಗೆ ಆಡಲು ಬ್ರೌಸರ್ ವಿಜೆಟ್⟨U+200C⟩ಗಳು.
- ಯಾರಾದರೂ ನಿಮ್ಮ ಗ್ರಂಥಾಲಯಕ್ಕಾಗಿ ಹೊಸ ಮಾದರಿ ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಬಹುದು.

warn unicode-zero-width i18n/README_kn.md:156:119

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

- ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಿದ ಮಾದರಿಗಳೊಂದಿಗೆ ಆಡಲು ಬ್ರೌಸರ್ ವಿಜೆಟ್⟨U+200C⟩ಗಳು.
- ಯಾರಾದರೂ ನಿಮ್ಮ ಗ್ರಂಥಾಲಯಕ್ಕಾಗಿ ಹೊಸ ಮಾದರಿ ಅಪ್⟨U+200C⟩ಲೋಡ್ ಮಾಡಬಹುದು.

warn unicode-zero-width i18n/README_kn.md:157:28

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

- ವೇಗದ ಡೌನ್⟨U+200C⟩ಲೋಡ್⟨U+200C⟩ಗಳು! ನಾವು Cloudfront (CDN) ಬಳಸಿ ಡೌನ್⟨U+200C⟩ಲೋಡ್⟨U+200C⟩ಗಳನ್ನು ಭೌಗೋಳಿಕವಾಗಿ ಪ್ರತಿಕೃತಿ ಮಾಡುತ್ತೇವೆ.

warn unicode-zero-width i18n/README_kn.md:157:43

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

- ವೇಗದ ಡೌನ್⟨U+200C⟩ಲೋಡ್⟨U+200C⟩ಗಳು! ನಾವು Cloudfront (CDN) ಬಳಸಿ ಡೌನ್⟨U+200C⟩ಲೋಡ್⟨U+200C⟩ಗಳನ್ನು ಭೌಗೋಳಿಕವಾಗಿ ಪ್ರತಿಕೃತಿ ಮಾಡುತ್ತೇವೆ.

warn unicode-zero-width i18n/README_kn.md:157:112

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

- ವೇಗದ ಡೌನ್⟨U+200C⟩ಲೋಡ್⟨U+200C⟩ಗಳು! ನಾವು Cloudfront (CDN) ಬಳಸಿ ಡೌನ್⟨U+200C⟩ಲೋಡ್⟨U+200C⟩ಗಳನ್ನು ಭೌಗೋಳಿಕವಾಗಿ ಪ್ರತಿಕೃತಿ ಮಾಡುತ್ತೇವೆ.

warn unicode-zero-width i18n/README_kn.md:157:127

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

- ವೇಗದ ಡೌನ್⟨U+200C⟩ಲೋಡ್⟨U+200C⟩ಗಳು! ನಾವು Cloudfront (CDN) ಬಳಸಿ ಡೌನ್⟨U+200C⟩ಲೋಡ್⟨U+200C⟩ಗಳನ್ನು ಭೌಗೋಳಿಕವಾಗಿ ಪ್ರತಿಕೃತಿ ಮಾಡುತ್ತೇವೆ.

warn encoding-base64 tests/cassettes/InferenceApiTest.test_inference_missing_input.yaml:37:90

base64-like blob (116 bytes, compression ratio 0.98) (raw pass, confidence 0.60)

ifyToken\":\"eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDhhNjg5YzNiZGQ1YTIyYTAwZGUwOWEzZTRiYzdjM2QzYjA3ZTUxNDM1NjE1MTUyMjE1MGY1YzEzMjRjYzVjYiIsInZlcnNpb24iOjF9.EH5JJo8EEFwU7osPz3s7qanw_tigeCFhCXjSfyN0Y1nWVnSfulSxIk_DbAEI5iE80V4EKLyp5-mYFodWvL2KDA\"},{\"type\":\"f1\",\"value\":82.9501,\"name\":\"F1\",\"verified\"

warn encoding-base64 tests/cassettes/InferenceApiTest.test_inference_missing_input.yaml:37:421

base64-like blob (116 bytes, compression ratio 0.98) (raw pass, confidence 0.60)

ifyToken\":\"eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjk5ZDYwOGQyNjNkMWI0OTE4YzRmOTlkY2JjNjQ0YTZkNTMzMzNkYTA0MDFmNmI3NjA3NjNlMjhiMDQ2ZjJjNSIsInZlcnNpb24iOjF9.DDm0LNTkdLbGsue58bg1aH_s67KfbcmkvL-6ZiI2s8IoxhHJMSf29H_uV2YLyevwx900t-MwTVOW3qfFnMMEAQ\"},{\"type\":\"total\",\"value\":11869,\"name\":\"total\",\"verifi

warn encoding-base64 tests/cassettes/InferenceApiTest.test_inference_missing_input.yaml:37:756

base64-like blob (116 bytes, compression ratio 0.97) (raw pass, confidence 0.60)

ifyToken\":\"eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGFkMmI2ODM0NmY5NGNkNmUxYWViOWYxZDNkY2EzYWFmOWI4N2VhYzY5MGEzMTVhOTU4Zjc4YWViOGNjOWJjMCIsInZlcnNpb24iOjF9.fexrU1icJK5_MiifBtZWkeUvpmFISqBLDXSQJ8E6UnrRof-7cU0s4tX_dIsauHWtUpIHMPZCf5dlMWQKXZuAAA\"}]},{\"task\":{\"type\":\"question-answering\",\"name\":\"Questio

warn encoding-base64 tests/cassettes/InferenceApiTest.test_inference_missing_input.yaml:53:90

base64-like blob (116 bytes, compression ratio 0.98) (raw pass, confidence 0.60)

ifyToken\":\"eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMDhhNjg5YzNiZGQ1YTIyYTAwZGUwOWEzZTRiYzdjM2QzYjA3ZTUxNDM1NjE1MTUyMjE1MGY1YzEzMjRjYzVjYiIsInZlcnNpb24iOjF9.EH5JJo8EEFwU7osPz3s7qanw_tigeCFhCXjSfyN0Y1nWVnSfulSxIk_DbAEI5iE80V4EKLyp5-mYFodWvL2KDA\"},{\"type\":\"f1\",\"value\":82.9501,\"name\":\"F1\",\"verified\"

warn encoding-base64 tests/cassettes/InferenceApiTest.test_inference_missing_input.yaml:53:421

base64-like blob (116 bytes, compression ratio 0.98) (raw pass, confidence 0.60)

ifyToken\":\"eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMjk5ZDYwOGQyNjNkMWI0OTE4YzRmOTlkY2JjNjQ0YTZkNTMzMzNkYTA0MDFmNmI3NjA3NjNlMjhiMDQ2ZjJjNSIsInZlcnNpb24iOjF9.DDm0LNTkdLbGsue58bg1aH_s67KfbcmkvL-6ZiI2s8IoxhHJMSf29H_uV2YLyevwx900t-MwTVOW3qfFnMMEAQ\"},{\"type\":\"total\",\"value\":11869,\"name\":\"total\",\"verifi

warn encoding-base64 tests/cassettes/InferenceApiTest.test_inference_missing_input.yaml:53:756

base64-like blob (116 bytes, compression ratio 0.97) (raw pass, confidence 0.60)

ifyToken\":\"eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMGFkMmI2ODM0NmY5NGNkNmUxYWViOWYxZDNkY2EzYWFmOWI4N2VhYzY5MGEzMTVhOTU4Zjc4YWViOGNjOWJjMCIsInZlcnNpb24iOjF9.fexrU1icJK5_MiifBtZWkeUvpmFISqBLDXSQJ8E6UnrRof-7cU0s4tX_dIsauHWtUpIHMPZCf5dlMWQKXZuAAA\"}]},{\"task\":{\"type\":\"question-answering\",\"name\":\"Questio

warn long-line tests/cassettes/InferenceApiTest.test_inference_missing_input.yaml:67:1

line length 4182 characters (raw pass, confidence 0.65)

        Match\",\"verified\":false},{\"type\":\"f1\",\"value\":82.939,\"name\":\"F1\",\"verified\":false}]}]}],\"base_model\":[\"FacebookAI/roberta-base\"]},\"transformersInfo\":{\"auto_model\":\"AutoModelForQuestionAnswering\",\"pipeline_tag\":\"question-answering\",\"processor\":\"AutoTokenizer\"},\"siblings\":[{\"rf

warn encoding-base64 tests/cassettes/InferenceApiTest.test_inference_overriding_invalid_task.yaml:40:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - QYfF2QIo7x2Nqc7z0DJulCrvKxsbjnoa0HJn44f7xPFCmn0J8KXZ5g==
      X-Amz-Cf-Pop:
      - CDG52-P4
```

warn long-line tests/cassettes/InferenceApiTest.test_inference_overriding_invalid_task.yaml:70:1

line length 3740 characters (raw pass, confidence 0.65)

        is the [MASK] of France."},{"text":"The goal of life is [MASK]."}],"model-index":null,"config":{"architectures":["BertForMaskedLM"],"model_type":"bert","tokenizer_config":{}},"cardData":{"language":"en","tags":["exbert"],"license":"apache-2.0","datasets":["bookcorpus","wikipedia"]},"transformersInfo":{"auto_mod

warn encoding-base64 tests/cassettes/InferenceApiTest.test_inference_overriding_invalid_task.yaml:93:20

base64-like blob (45 bytes, compression ratio 1.24) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - pdTj3oTK7I_em8rndxqLMzArrdGyjf0TWg4K55lOjqBIC88u9k0Weg==
      X-Amz-Cf-Pop:
      - CDG52-P4
```

warn long-line tests/cassettes/InferenceApiTest.test_inference_overriding_task.yaml:19:1

line length 2382 characters (raw pass, confidence 0.65)

        person","Today is a sunny day"]}],"model-index":null,"config":{"architectures":["AlbertModel"],"model_type":"albert","tokenizer_config":{"bos_token":"[CLS]","eos_token":"[SEP]","unk_token":"<unk>","sep_token":"[SEP]","pad_token":"<pad>","cls_token":"[CLS]","mask_token":{"content":"[MASK]","single_word":false,"l

warn encoding-base64 tests/cassettes/InferenceApiTest.test_inference_overriding_task.yaml:42:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - 2NNdzWr0gEdSvzElBjXv2GvinessqJ6FucSiK0g1dEqEUAcdUPurgw==
      X-Amz-Cf-Pop:
      - CDG52-P4
```

warn long-line tests/cassettes/InferenceApiTest.test_inference_overriding_task.yaml:76:1

line length 15418 characters (raw pass, confidence 0.65)

      string: '[-0.341085821390152,0.16878847777843475,0.5349205732345581,-0.7717202305793762,0.3694867789745331,0.041570067405700684,-0.22994324564933777,-0.5638588666915894,-0.030669301748275757,-0.299565851688385,-0.8804835081100464,0.16595038771629333,-0.5313254594802856,0.18190892040729523,0.549403965473175,0.4503

warn long-line tests/cassettes/InferenceApiTest.test_simple_inference.yaml:70:1

line length 3740 characters (raw pass, confidence 0.65)

        is the [MASK] of France."},{"text":"The goal of life is [MASK]."}],"model-index":null,"config":{"architectures":["BertForMaskedLM"],"model_type":"bert","tokenizer_config":{}},"cardData":{"language":"en","tags":["exbert"],"license":"apache-2.0","datasets":["bookcorpus","wikipedia"]},"transformersInfo":{"auto_mod

warn long-line tests/cassettes/InferenceApiTest.test_text_to_image.yaml:17:1

line length 5220 characters (raw pass, confidence 0.65)

      string: '{"_id":"638f7ae36c25af4071044105","id":"stabilityai/stable-diffusion-2-1","private":false,"pipeline_tag":"text-to-image","library_name":"diffusers","tags":["diffusers","safetensors","stable-diffusion","text-to-image","arxiv:2112.10752","arxiv:2202.00512","arxiv:1910.09700","license:openrail++","autotrain

warn long-line tests/cassettes/InferenceApiTest.test_text_to_image_raw_response.yaml:17:1

line length 5220 characters (raw pass, confidence 0.65)

      string: '{"_id":"638f7ae36c25af4071044105","id":"stabilityai/stable-diffusion-2-1","private":false,"pipeline_tag":"text-to-image","library_name":"diffusers","tags":["diffusers","safetensors","stable-diffusion","text-to-image","arxiv:2112.10752","arxiv:2202.00512","arxiv:1910.09700","license:openrail++","autotrain

warn encoding-base64 tests/cassettes/InferenceApiTest.test_text_to_image_raw_response.yaml:40:10

base64-like blob (55 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - _zL1bIJbONpKnGKV11WalfKg3AseDTIy4apS8njN3TF1VHNNm7qBxQ==
      X-Amz-Cf-Pop:
      - CDG52-P4
```
warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_secrets.yaml:45:22

base64-like blob (43 bytes, compression ratio 1.26) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - aH7hYCC_MTDl-sikHXAQZwwl8H7ZkAHuU1Raj65PT1M9ZqDdlUMHtg==
      X-Amz-Cf-Pop:
      - CDG52-P4
```

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_secrets.yaml:60:53

base64-like blob (204 bytes, compression ratio 0.88) (raw pass, confidence 0.60)

- request:
    body: '{"files": [{"path": "app.py", "sample": "CmltcG9ydCBncmFkaW8gYXMgZ3IKCgpkZWYgZ3JlZXQobmFtZSk6CiAgICByZXR1cm4gIkhlbGxvICIgKyBuYW1lICsgIiEhIgoKaWZhY2UgPSBnci5JbnRlcmZhY2UoZm49Z3JlZXQsIGlucHV0cz0idGV4dCIsIG91dHB1dHM9InRleHQiKQppZmFjZS5sYXVuY2goKQo=",
      "size": 152}]}'
    headers:

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_secrets.yaml:154:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - hATAPZaLcQEsftKG9LsDN0rOcZxEGFk4ndyGXoxsVLxzSaOziI9HLA==
      X-Amz-Cf-Pop:
      - CDG52-P4
```

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_secrets.yaml:172:45

base64-like blob (204 bytes, compression ratio 0.88) (raw pass, confidence 0.60)


      {"key": "file", "value": {"content": "CmltcG9ydCBncmFkaW8gYXMgZ3IKCgpkZWYgZ3JlZXQobmFtZSk6CiAgICByZXR1cm4gIkhlbGxvICIgKyBuYW1lICsgIiEhIgoKaWZhY2UgPSBnci5JbnRlcmZhY2UoZm49Z3JlZXQsIGlucHV0cz0idGV4dCIsIG91dHB1dHM9InRleHQiKQppZmFjZS5sYXVuY2goKQo=",
      "path": "app.py", "encoding": "base64"}}

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_secrets.yaml:216:12

base64-like blob (53 bytes, compression ratio 1.21) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - Pe-v9zhEQlLPUtsJdofOm6Sx2Y4cHG64XD0txMcnixqoCvWQsYUDbw==
      X-Amz-Cf-Pop:
      - CDG52-P4
```
warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_secrets.yaml:366:12

base64-like blob (53 bytes, compression ratio 1.21) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - vZ_aoXKkuQAEkCLmr8wT9bEETyAwg7SyUcsugmFzfyjMi2p7fJm0Lw==
      X-Amz-Cf-Pop:
      - CDG52-P4
```
warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_secrets.yaml:466:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - ff4tYN8pDZCRzOyHxiX4htBPouIMsQgaOI8Tu6CXb1ZCv66tOQp40Q==
      X-Amz-Cf-Pop:
      - CDG52-P4
```
warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_secrets.yaml:516:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - wvPMPDDGhrYi1XzKNk6W1yKMnywEDoO7GUutB158Hb6hoA9bDoE2EQ==
      X-Amz-Cf-Pop:
      - CDG52-P4
```
warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_secrets.yaml:616:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - FPgiwymoD902XfsaHSJ5PeBg0cTa0wzCclmMCk4W2oMIlowB5ATzxw==
      X-Amz-Cf-Pop:
      - CDG52-P4
```

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_variables.yaml:60:53

base64-like blob (204 bytes, compression ratio 0.88) (raw pass, confidence 0.60)

- request:
    body: '{"files": [{"path": "app.py", "sample": "CmltcG9ydCBncmFkaW8gYXMgZ3IKCgpkZWYgZ3JlZXQobmFtZSk6CiAgICByZXR1cm4gIkhlbGxvICIgKyBuYW1lICsgIiEhIgoKaWZhY2UgPSBnci5JbnRlcmZhY2UoZm49Z3JlZXQsIGlucHV0cz0idGV4dCIsIG91dHB1dHM9InRleHQiKQppZmFjZS5sYXVuY2goKQo=",
      "size": 152}]}'
    headers:

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_variables.yaml:172:45

base64-like blob (204 bytes, compression ratio 0.88) (raw pass, confidence 0.60)


      {"key": "file", "value": {"content": "CmltcG9ydCBncmFkaW8gYXMgZ3IKCgpkZWYgZ3JlZXQobmFtZSk6CiAgICByZXR1cm4gIkhlbGxvICIgKyBuYW1lICsgIiEhIgoKaWZhY2UgPSBnci5JbnRlcmZhY2UoZm49Z3JlZXQsIGlucHV0cz0idGV4dCIsIG91dHB1dHM9InRleHQiKQppZmFjZS5sYXVuY2goKQo=",
      "path": "app.py", "encoding": "base64"}}

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_variables.yaml:216:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - xuZonJ3zlvIeaBbYm2gx4mROKU5nvjpWgraQpLXjoAyhRA1XuRnzHw==
      X-Amz-Cf-Pop:
      - CDG52-P4
```
warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_variables.yaml:380:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - x9C51EPVQRKMu0X9269jE9kRV1TI3E1WxIAvgpzZX4UoGBIQnSmUjg==
      X-Amz-Cf-Pop:
      - CDG52-P4
```
warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_variables.yaml:437:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - 8bg9Y0pAFQBq9RtFl3WHSGkvOXjwi35BJRm5xLn6s4wzyhg0mhMnKg==
      X-Amz-Cf-Pop:
      - CDG52-P4
```
warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_variables.yaml:494:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - ajAUhuKkNRQmjXeSetA9dc0TwaMHDX7zIx4nkz8O80cuxYrvqtW5Bg==
      X-Amz-Cf-Pop:
      - CDG52-P4
```
warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_variables.yaml:551:15

base64-like blob (50 bytes, compression ratio 1.22) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - -eXNt-VkjkjAhxHxFRgmHOEgWq0AHNxJ5A7v3ejo1tj6PfHfGs6WRg==
      X-Amz-Cf-Pop:
      - CDG52-P4
```
warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_variables.yaml:608:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - 3V7eqdB1eXIzDFvSAo4lEw42b3cS46NwFu3TFiTzGa17Pi3g7gbLtA==
      X-Amz-Cf-Pop:
      - CDG52-P4
```
warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_variables.yaml:665:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - nvIM3SyyDIDQyq6II7z0MYhkPao7GWEuvtbeJGArLb96ivflvXPHQw==
      X-Amz-Cf-Pop:
      - CDG52-P4
```
warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_variables.yaml:718:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - gp59kY8IyTOe7uOCAPRyk7aqNXqXzjX7YF374voAc3cHzsm4jJzJRA==
      X-Amz-Cf-Pop:
      - CDG52-P4
```
warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_manage_variables.yaml:774:9

base64-like blob (56 bytes, compression ratio 1.20) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - k3vFxzVrf5jBRs4IIh2ZTzOLk4fpLYBov63R9icnaBQaOtgQJuwwLw==
      X-Amz-Cf-Pop:
      - CDG52-P4
```

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_pause_and_restart_space.yaml:60:53

base64-like blob (204 bytes, compression ratio 0.88) (raw pass, confidence 0.60)

- request:
    body: '{"files": [{"path": "app.py", "sample": "CmltcG9ydCBncmFkaW8gYXMgZ3IKCgpkZWYgZ3JlZXQobmFtZSk6CiAgICByZXR1cm4gIkhlbGxvICIgKyBuYW1lICsgIiEhIgoKaWZhY2UgPSBnci5JbnRlcmZhY2UoZm49Z3JlZXQsIGlucHV0cz0idGV4dCIsIG91dHB1dHM9InRleHQiKQppZmFjZS5sYXVuY2goKQo=",
      "size": 152}]}'
    headers:

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_pause_and_restart_space.yaml:154:16

base64-like blob (49 bytes, compression ratio 1.22) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - YZbiyM_Rm3gBuDSprem8uIdDugxCCJzil9NXuGXdSmjYcJzDjSbEpA==
      X-Amz-Cf-Pop:
      - CDG52-P4
```

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_pause_and_restart_space.yaml:172:45

base64-like blob (204 bytes, compression ratio 0.88) (raw pass, confidence 0.60)


      {"key": "file", "value": {"content": "CmltcG9ydCBncmFkaW8gYXMgZ3IKCgpkZWYgZ3JlZXQobmFtZSk6CiAgICByZXR1cm4gIkhlbGxvICIgKyBuYW1lICsgIiEhIgoKaWZhY2UgPSBnci5JbnRlcmZhY2UoZm49Z3JlZXQsIGlucHV0cz0idGV4dCIsIG91dHB1dHM9InRleHQiKQppZmFjZS5sYXVuY2goKQo=",
      "path": "app.py", "encoding": "base64"}}

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_pause_and_restart_space.yaml:216:17

base64-like blob (48 bytes, compression ratio 1.23) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - dFoaB0Y-sS8CnESrd49aWe7jj8pVe0NLvV4M07gn21isBrsUjwrwag==
      X-Amz-Cf-Pop:
      - CDG52-P4
```

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_space_runtime.yaml:60:53

base64-like blob (204 bytes, compression ratio 0.88) (raw pass, confidence 0.60)

- request:
    body: '{"files": [{"path": "app.py", "sample": "CmltcG9ydCBncmFkaW8gYXMgZ3IKCgpkZWYgZ3JlZXQobmFtZSk6CiAgICByZXR1cm4gIkhlbGxvICIgKyBuYW1lICsgIiEhIgoKaWZhY2UgPSBnci5JbnRlcmZhY2UoZm49Z3JlZXQsIGlucHV0cz0idGV4dCIsIG91dHB1dHM9InRleHQiKQppZmFjZS5sYXVuY2goKQo=",
      "size": 152}]}'
    headers:

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_space_runtime.yaml:172:45

base64-like blob (204 bytes, compression ratio 0.88) (raw pass, confidence 0.60)


      {"key": "file", "value": {"content": "CmltcG9ydCBncmFkaW8gYXMgZ3IKCgpkZWYgZ3JlZXQobmFtZSk6CiAgICByZXR1cm4gIkhlbGxvICIgKyBuYW1lICsgIiEhIgoKaWZhY2UgPSBnci5JbnRlcmZhY2UoZm49Z3JlZXQsIGlucHV0cz0idGV4dCIsIG91dHB1dHM9InRleHQiKQppZmFjZS5sYXVuY2goKQo=",
      "path": "app.py", "encoding": "base64"}}

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_static_space_runtime.yaml:60:53

base64-like blob (204 bytes, compression ratio 0.88) (raw pass, confidence 0.60)

- request:
    body: '{"files": [{"path": "app.py", "sample": "CmltcG9ydCBncmFkaW8gYXMgZ3IKCgpkZWYgZ3JlZXQobmFtZSk6CiAgICByZXR1cm4gIkhlbGxvICIgKyBuYW1lICsgIiEhIgoKaWZhY2UgPSBnci5JbnRlcmZhY2UoZm49Z3JlZXQsIGlucHV0cz0idGV4dCIsIG91dHB1dHM9InRleHQiKQppZmFjZS5sYXVuY2goKQo=",
      "size": 152}]}'
    headers:

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_static_space_runtime.yaml:154:19

base64-like blob (46 bytes, compression ratio 1.24) (raw pass, confidence 0.60)
```
      X-Amz-Cf-Id:
      - sGYTzm-Xp-C72Q4k6RuLfZGzOR0cyAWxAhi1P9DzSbgFSh4zWGZXYg==
      X-Amz-Cf-Pop:
      - CDG52-P4
```

warn encoding-base64 tests/cassettes/TestSpaceAPIProduction.test_static_space_runtime.yaml:172:45

base64-like blob (204 bytes, compression ratio 0.88) (raw pass, confidence 0.60)


      {"key": "file", "value": {"content": "CmltcG9ydCBncmFkaW8gYXMgZ3IKCgpkZWYgZ3JlZXQobmFtZSk6CiAgICByZXR1cm4gIkhlbGxvICIgKyBuYW1lICsgIiEhIgoKaWZhY2UgPSBnci5JbnRlcmZhY2UoZm49Z3JlZXQsIGlucHV0cz0idGV4dCIsIG91dHB1dHM9InRleHQiKQppZmFjZS5sYXVuY2goKQo=",
      "path": "app.py", "encoding": "base64"}}

warn dynamic-execution tests/test_utils_sha.py:39:14

`subprocess.run` called with `shell=True` and a literal command (ast pass, confidence 0.70)


    output = subprocess.run(f"git hash-object -t blob {path}", shell=True, capture_output=True, text=True)
    assert output.stdout.strip() == git_hash(b"Hello, World!")

warn dynamic-execution tests/test_utils_typing.py:98:36

`eval` called on a non-literal expression (ast pass, confidence 0.70)

def test_is_simple_optional_type_pipe(type_: str, is_optional: bool):
    assert is_simple_optional_type(eval(type_)) is is_optional

warn dynamic-execution tests/test_utils_typing.py:127:40

`eval` called on a non-literal expression (ast pass, confidence 0.70)

def test_unwrap_simple_optional_type_pipe(optional_type: str, inner_type: Type):
    assert unwrap_simple_optional_type(eval(optional_type)) is inner_type

warn dynamic-execution utils/installers/install.sh:81:5

command name is a variable (`$@`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```
    set +e
    "$@"
    local status=$?
    set -e
```
warn dynamic-execution utils/installers/install.sh:194:5

command name is a variable (`$1`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)
```
python_version_supported() {
    "$1" <<'PY' >/dev/null 2>&1
import sys
sys.exit(0 if sys.version_info >= (3, 10) else 1)
```

warn dynamic-execution utils/installers/install.sh:207:31

command name is a variable (`$candidate`) not set in this file — the caller or environment decides what runs (ast pass, confidence 0.70)

        if command_exists "$candidate"; then
            version_output="$($candidate --version 2>&1)"
            if python_version_supported "$candidate"; then
                PYTHON_CMD="$candidate"

info ~~warn~~ → info by review dynamic-execution README.md:51:1

[embedded bash] pipeline feeds into `bash` — piped data is executed as shell code (ast pass, confidence 0.80)
```
# On macOS and Linux.
curl -LsSf https://hf.co/cli/install.sh | bash
```
likely benign LLM, confidence 0.90 README shows the standard curl-to-bash install command for the Hugging Face CLI.
Reasoning
Documentation install instruction piping the official hf.co install script to bash. This is a common, legitimate install pattern in markdown docs; the pipeline is flagged by signature, not evidence of malice.
info ~~critical~~ → info by review path-command-shadow docs/source/en/guides/buckets.md:722:1

[embedded bash] redirect writes to `cat` — filename matches a system command (PATH hijack setup) (ast pass, confidence 0.88)
```
# Step 2: Review the plan file (JSONL format)
>>> cat sync-plan.jsonl

# Step 3: Apply the plan
```
dismissed LLM, confidence 0.90 Doc example runs cat to display a JSONL plan file; no PATH hijack.
Reasoning
The 'redirect to cat' is a false parse: the markdown shell example shows 'cat sync-plan.jsonl' as a command to view a file, with no redirect. The path-command-shadow signal is misfiring on a benign doc snippet.
info ~~warn~~ → info by review dynamic-execution docs/source/en/guides/cli.md:30:1

[embedded bash] pipeline feeds into `bash` — piped data is executed as shell code (ast pass, confidence 0.80)
```
>>> curl -LsSf https://hf.co/cli/install.sh | bash
```
likely benign LLM, confidence 0.90 Documentation shows the official hf CLI install script piped to bash.
Reasoning
Same official installer curl-to-bash example as in the README, in documentation context.
info ~~critical~~ → info by review path-command-shadow docs/source/en/guides/cli.md:30:1

[embedded bash] redirect writes to `curl` — filename matches a system command (PATH hijack setup) (ast pass, confidence 0.88)
```
>>> curl -LsSf https://hf.co/cli/install.sh | bash
```
dismissed LLM, confidence 0.90 Doc curl pipeline mis-flagged as writing a file named curl.
Reasoning
The 'redirect to curl' is a misparse of a pipeline in a doc example; no file named curl is written. Signal is a false positive from the markdown shell parser.
info ~~warn~~ → info by review dynamic-execution docs/source/en/guides/cli.md:42:1

[embedded bash] pipeline feeds into `bash` — piped data is executed as shell code (ast pass, confidence 0.80)
```
>>> curl -LsSf https://hf.co/cli/install.sh | bash -s -- --exclude-skill
```
likely benign LLM, confidence 0.90 Doc shows the hf installer piped to bash with an --exclude-skill flag.
Reasoning
Official installer piped to bash with an argument to exclude a skill; legitimate install documentation.
info ~~critical~~ → info by review path-command-shadow docs/source/en/guides/cli.md:42:1

[embedded bash] redirect writes to `curl` — filename matches a system command (PATH hijack setup) (ast pass, confidence 0.88)
```
>>> curl -LsSf https://hf.co/cli/install.sh | bash -s -- --exclude-skill
```
dismissed LLM, confidence 0.90 Doc curl pipeline mis-flagged as writing a file named curl.
Reasoning
Parser artifact: a pipeline is interpreted as a redirect to a file named curl. No such write exists in the doc example.
info ~~critical~~ → info by review path-command-shadow docs/source/en/guides/cli.md:113:1

[embedded bash] redirect writes to `pip` — filename matches a system command (PATH hijack setup) (ast pass, confidence 0.88)
```
>>> pip install -U "huggingface_hub"
```
dismissed LLM, confidence 0.90 Doc shows a standard pip install command.
Reasoning
Plain 'pip install -U huggingface_hub' command in documentation; no redirect exists, so the path-command-shadow signal is a false positive.
info ~~critical~~ → info by review path-command-shadow docs/source/en/guides/cli.md:121:1

[embedded bash] redirect writes to `brew` — filename matches a system command (PATH hijack setup) (ast pass, confidence 0.88)
```
>>> brew install hf
```
dismissed LLM, confidence 0.90 Doc shows a standard Homebrew install command.
Reasoning
Plain 'brew install hf' command in documentation with no redirect; false positive from the shadow heuristic.
info ~~critical~~ → info by review dynamic-execution docs/source/en/guides/cli.md:435:1

[embedded bash] command name is a variable or substitution — executed command determined at runtime (ast pass, confidence 0.90)
```
`httpx2.TimeoutException: (TimeoutException("HTTPSConnectionPool(host='cdn-lfs-us-1.huggingface.co', port=443): Read timed out. (read timeout=10)"), '(Request ID: a33d910c-84c6-4514-8362-c705e2039d38)')`
```
dismissed LLM, confidence 0.80 Inline backtick text showing an httpx timeout exception traceback.
Reasoning
The flagged text is an exception traceback quoted in backticks, not an executable shell command. The variable-command-name signal is triggered by the quoting, not by real runtime execution.
info ~~critical~~ → info by review path-command-shadow docs/source/en/guides/cli.md:1046:1

[embedded bash] redirect writes to `pip` — filename matches a system command (PATH hijack setup) (ast pass, confidence 0.88)
```
# Python package
>>> pip install duckdb

# or standalone DuckDB CLI (Homebrew: macOS/Linux)
```
dismissed LLM, confidence 0.90 Doc shows pip install duckdb.
Reasoning
Standard 'pip install duckdb' doc command with no redirect; shadow signal is a false positive.
info ~~critical~~ → info by review path-command-shadow docs/source/en/guides/cli.md:1049:1

[embedded bash] redirect writes to `brew` — filename matches a system command (PATH hijack setup) (ast pass, confidence 0.88)
```
# or standalone DuckDB CLI (Homebrew: macOS/Linux)
>>> brew install duckdb
```
dismissed LLM, confidence 0.90 Doc shows brew install duckdb.
Reasoning
Standard 'brew install duckdb' doc command with no redirect; false positive.
info ~~critical~~ → info by review path-command-shadow docs/source/en/guides/cli.md:2171:24

[embedded bash] redirect writes to `ssh` — filename matches a system command (PATH hijack setup) (ast pass, confidence 0.88)
```
# Open an SSH session into it
>>> hf jobs ssh <job_id>

# Print the SSH command instead of running it
```
dismissed LLM, confidence 0.90 Doc shows hf jobs ssh usage.
Reasoning
The command 'hf jobs ssh <job_id>' is a documented CLI usage example with no redirect to a file named ssh; the signal is a parsing false positive.

info long-line docs/source/en/guides/jobs.md:135:1

[embedded python] line length 513 characters (raw pass, confidence 0.50)

JobInfo(id='687f911eaea852de79c4a50a', created_at=datetime.datetime(2025, 7, 22, 13, 24, 46, 909000, tzinfo=datetime.timezone.utc), docker_image='python:3.12', space_id=None, command=['python', '-c', "print('Hello from the cloud!')"], arguments=[], environment={}, secrets={}, flavor='cpu-basic', status=JobStatus(stage=

info long-line docs/source/en/guides/jobs.md:149:1

[embedded python] line length 513 characters (raw pass, confidence 0.50)

JobInfo(id='687f911eaea852de79c4a50a', created_at=datetime.datetime(2025, 7, 22, 13, 24, 46, 909000, tzinfo=datetime.timezone.utc), docker_image='python:3.12', space_id=None, command=['python', '-c', "print('Hello from the cloud!')"], arguments=[], environment={}, secrets={}, flavor='cpu-basic', status=JobStatus(stage=

info ~~warn~~ → info by review dynamic-execution docs/source/en/installation.md:112:1

[embedded bash] pipeline feeds into `bash` — piped data is executed as shell code (ast pass, confidence 0.80)
```
curl -LsSf https://hf.co/cli/install.sh | bash
```
likely benign LLM, confidence 0.90 Installation doc shows the official hf CLI curl-to-bash installer.
Reasoning
Same official installer curl-to-bash command in installation docs; legitimate and widely used.
info ~~warn~~ → info by review unicode-zero-width docs/source/hi/quick-start.md:82:133

U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
```
��नुरोध - यहां तक ⟨U+200B⟩⟨U+200B⟩कि वे तरीके जिनके लिए आवश्यक रूप से प्रमाणीकरण की आवश्यकता नहीं होती है - डिफ़ॉल्ट रूप से आपके एक्सेस टो… (341 bytes total)
```
likely benign LLM, confidence 0.93 Zero-width space in a Hindi translated documentation paragraph.
Reasoning
Zero-width space inside Hindi translation prose. Zero-width characters are normal in Indic-script typesetting and in machine or human translations of documentation. Raw-pass unicode hits have a high false-positive rate, and nothing here is hidden code.
info ~~warn~~ → info by review unicode-zero-width docs/source/hi/quick-start.md:82:136

U+200B ZERO WIDTH SPACE in source (raw pass, confidence 0.75)
```
��ुरोध - यहां तक ⟨U+200B⟩⟨U+200B⟩कि वे तरीके जिनके लिए आवश्यक रूप से प्रमाणीकरण की आवश्यकता नहीं होती है - डिफ़ॉल्ट रूप से आपके एक्सेस टोक… (341 bytes total)
```
likely benign LLM, confidence 0.93 Zero-width space in another Hindi documentation paragraph.
Reasoning
Same pattern as the adjacent finding: a zero-width space in Hindi prose in a translated markdown doc, consistent with ordinary Devanagari text rendering.
info ~~warn~~ → info by review dynamic-execution docs/source/ko/guides/cli.md:62:1

[embedded bash] pipeline feeds into `sh` — piped data is executed as shell code (ast pass, confidence 0.80)
```
>>> curl -LsSf https://astral.sh/uv/install.sh | sh
```
likely benign LLM, confidence 0.85 Documented curl-to-sh install command for the uv tool in a Korean CLI guide.
Reasoning
This is the documented one-line installer for uv, a widely used tool, shown in a Korean user guide. Piping a remote install script to sh is a known supply-chain risk pattern, but in project docs it is the vendor's official instruction and is not obfuscated or hidden.
info ~~critical~~ → info by review path-command-shadow docs/source/ko/guides/cli.md:62:1

[embedded bash] redirect writes to `curl` — filename matches a system command (PATH hijack setup) (ast pass, confidence 0.88)
```
>>> curl -LsSf https://astral.sh/uv/install.sh | sh
```
dismissed LLM, confidence 0.90 Path-shadow critical finding triggered by the same curl pipeline, which contains no redirect.
Reasoning
The snippet is `curl -LsSf https://astral.sh/uv/install.sh | sh`, which has a pipe and no redirect. The pass misread the pipe as a write to a file named curl. The finding is a parser false positive and the 'critical' severity is unwarranted.
info ~~critical~~ → info by review path-command-shadow docs/source/ko/guides/cli.md:83:1

[embedded bash] redirect writes to `brew` — filename matches a system command (PATH hijack setup) (ast pass, confidence 0.88)
```
>>> brew install hf
```
dismissed LLM, confidence 0.90 Documentation example of installing the hf CLI via Homebrew, misflagged as a PATH hijack.
Reasoning
The snippet is `>>> brew install hf`, a shell prompt showing a normal Homebrew install. There is no redirect at all, so the 'redirect writes to brew' claim is wrong. This is a false positive in a documentation example.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/_toctree.yml:8:24

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
    - local: installation
      title: "ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍"
```
likely benign LLM, confidence 0.93 Zero-width non-joiner in an Odia translated section title.
Reasoning
Zero-width non-joiner inside an Odia title string in a docs table-of-contents file. ZWNJ is required for correct rendering of Odia conjuncts, so this is expected in a localized document.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/index.md:3:577

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
��୍ତୁ କିମ୍ବା ହବ୍⟨U+200C⟩ରେ ହୋଷ୍ଟ କରାଯାଇଥିବା ଶହ ଶହ ମେସିନ୍ ଲର୍ଣ୍ଣିଂ ଆପ୍ଲିକେସନ୍ ବ୍ୟବହାର କରି ଦେଖନ୍ତୁ। ଆପଣ ନିଜର ମଡେଲ୍ ଏବଂ ଡାଟାସେଟ୍… (341 bytes total)
```
likely benign LLM, confidence 0.93 Zero-width non-joiner in Odia translated documentation text.
Reasoning
ZWNJ within Odia prose in a translated Hugging Face-style index page. This is standard for Odia orthography and does not hide any executable content.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/index.md:5:214

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

��଼ନ୍ତୁ। ଆପଣ ହବ୍⟨U+200C⟩ରୁ ଫାଇଲ୍ କିପରି ଡାଉନଲୋଡ୍ କରିବେ, ଗୋଟିଏ ରିପୋଜିଟୋରି କିପରି ତିଆରି କରିବେ ଏବଂ ହବ୍⟨U+200C⟩ରେ ଫାଇଲ୍ କିପରି ଅପଲୋଡ୍ କରିବେ, … (341 bytes total)

likely benign LLM, confidence 0.93 Zero-width non-joiner in Odia translated documentation text.

Reasoning

ZWNJ in Odia prose, consistent with correct Odia script rendering in a localized markdown file.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/index.md:5:412

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
�ି କରିବେ ଏବଂ ହବ୍⟨U+200C⟩ରେ ଫାଇଲ୍ କିପରି ଅପଲୋଡ୍ କରିବେ, ତାହା ଶିଖିବେ। 🤗 ହବ୍⟨U+200C⟩ରେ ନିଜ ରିପୋଜିଟୋରିଗୁଡ଼ିକୁ କିପରି ପରିଚାଳନା କରିବେ, ଆଲୋଚନାର… (341 bytes total)
```
likely benign LLM, confidence 0.93 Zero-width non-joiner in Odia translated documentation text.
Reasoning
ZWNJ in Odia prose within a translated documentation file. This is legitimate script usage with no sign of hidden payload.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/index.md:5:539

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ା ଶିଖିବେ। 🤗 ହବ୍⟨U+200C⟩ରେ ନିଜ ରିପୋଜିଟୋରିଗୁଡ଼ିକୁ କିପରି ପରିଚାଳନା କରିବେ, ଆଲୋଚନାରେ କିପରି ଅଂଶଗ୍ରହଣ କରିବେ କିମ୍ବା ଇନଫରେନ୍ସ ଏପିଆଇକୁ(AP
```
likely benign LLM, confidence 0.93 Zero-width non-joiner in Odia translated documentation text.
Reasoning
ZWNJ in Odia prose within a translated documentation file, the same benign localization pattern as the other hits in this file.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/index.md:24:219

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

�� ଦିଆଯାଏ! 🤗 କୋଡ୍⟨U+200C⟩ରେ ନୂତନ ବିଷୟ ଯୋଡ଼ିବା କିମ୍ବା ବର୍ତ୍ତମାନ ରହିଥିବା ସମସ୍ୟାଗୁଡ଼ିକୁ ସମାଧାନ କରିବା ବ୍ୟତୀତ ଆପଣ ଅନ୍ୟାନ୍ୟ ଉପାୟରେ … (340 bytes total)

likely benign LLM, confidence 0.93 Zero-width non-joiner in Odia translated documentation text.

Reasoning

ZWNJ in Odia prose in a localized markdown doc, with no executable or encoded content around it.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/index.md:24:1785

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
��ଇଁ ଅବଦାନ ଗାଇଡ୍⟨U+200C⟩ଟି ଦେଖନ୍ତୁ।
```
likely benign LLM, confidence 0.95 ZWNJ inside Odia text in a documentation index page.
Reasoning
A single raw-pass zero-width non-joiner inside Odia (Oriya) prose. ZWNJ is a normal orthographic control character in Odia, used to stop unwanted conjunct formation, so this is standard Unicode text rather than hidden content.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:5:12

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
# ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍
```
likely benign LLM, confidence 0.95 ZWNJ within an Odia installation heading in translated docs.
Reasoning
The ZWNJ sits in the Odia heading 'ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍' (installation). It is part of correct Odia spelling in a Markdown documentation file, with no executable or hidden payload.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:7:102

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଆରମ୍ଭ କରିବା ପୂର୍ବରୁ, ଉପଯୁକ୍ତ ପ୍ୟାକେଜ୍⟨U+200C⟩ଗୁଡ଼ିକୁ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରି ଆପଣଙ୍କ ଏଂଭରମେଣ୍ଟକୁ ସେଟ୍⟨U+200C⟩ଅପ୍ କରିବାକୁ ପଡ଼ିବ।
```
likely benign LLM, confidence 0.95 ZWNJ in an Odia sentence about installing packages.
Reasoning
The ZWNJ appears in the word 'ପ୍ୟାକେଜ୍⟨U+200C⟩ଗୁଡ଼ିକୁ' inside ordinary Odia prose. This is typical orthography for conjunct clusters in translated documentation.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:7:136

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଆରମ୍ଭ କରିବା ପୂର୍ବରୁ, ଉପଯୁକ୍ତ ପ୍ୟାକେଜ୍⟨U+200C⟩ଗୁଡ଼ିକୁ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରି ଆପଣଙ୍କ ଏଂଭରମେଣ୍ଟକୁ ସେଟ୍⟨U+200C⟩ଅପ୍ କରିବାକୁ ପଡ଼ିବ।
```
likely benign LLM, confidence 0.95 ZWNJ in the same Odia installation paragraph.
Reasoning
Another ZWNJ in the same Odia paragraph, used in normal conjunct spelling. The surrounding text is plain documentation with no code or hidden instructions.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:7:230

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଆରମ୍ଭ କରିବା ପୂର୍ବରୁ, ଉପଯୁକ୍ତ ପ୍ୟାକେଜ୍⟨U+200C⟩ଗୁଡ଼ିକୁ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରି ଆପଣଙ୍କ ଏଂଭରମେଣ୍ଟକୁ ସେଟ୍⟨U+200C⟩ଅପ୍ କରିବାକୁ ପଡ଼ିବ।
```
likely benign LLM, confidence 0.95 ZWNJ in an Odia setup sentence.
Reasoning
Same pattern: a ZWNJ within Odia words such as 'ସେଟ୍⟨U+200C⟩ଅପ୍' in a documentation sentence. No code execution or obfuscated content is present.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:11:49

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
## pip ବ୍ୟବହାର କରି ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରନ୍ତୁ
```
likely benign LLM, confidence 0.95 ZWNJ in an Odia heading about pip installation.
Reasoning
A ZWNJ in the Odia heading 'ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍' in a pip-usage section. This is legitimate Odia orthography in a Markdown doc.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:13:169

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
`huggingface_hub`କୁ ଗୋଟିଏ [ଭର୍ଚୁଆଲ୍ ଏଂଭରମେଣ୍ଟ](https://docs.python.org/3/library/venv.html) ମଧ୍ୟରେ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରିବାକୁ ଦୃଢ଼ ଭାବେ ପରାମର୍ଶ ଦିଆଯାଏ।
```
likely benign LLM, confidence 0.95 ZWNJ in an Odia sentence recommending a virtualenv.
Reasoning
The ZWNJ falls inside the Odia word 'ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍' in a recommendation about virtual environments. It is ordinary translated prose with a hyperlink and no executable content.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:35:135

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଏବେ ଆପଣ [PyPi ରେଜିଷ୍ଟ୍ରିରୁ](https://pypi.org/project/huggingface-hub/) `huggingface_hub` ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରିବା ପାଇଁ ପ୍ରସ୍ତୁତ:

```bash
```
likely benign LLM, confidence 0.95 ZWNJ in an Odia sentence about installing from PyPI.
Reasoning
A ZWNJ in the Odia phrase 'ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍' within a sentence that links to PyPI. The character is orthographic, and the surrounding text is documentation.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:41:221

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
 କରିବା ପାଇଁ [ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍ ଯାଞ୍ଚ କରନ୍ତୁ](#ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍-ଯାଞ୍ଚ-କରନ୍ତୁ)।
```
likely benign LLM, confidence 0.95 ZWNJ in an Odia anchor link to an installation-check heading.
Reasoning
The ZWNJ is inside an Odia Markdown anchor link fragment. It is part of a heading slug in translated text, which is normal for non-Latin headings, not a hidden payload.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:41:295

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଞ୍ଚ କରନ୍ତୁ](#ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍-ଯାଞ୍ଚ-କରନ୍ତୁ)।
```
likely benign LLM, confidence 0.95 ZWNJ in a second Odia anchor link fragment.
Reasoning
A second ZWNJ inside the same Odia anchor slug. Heading-anchor references that mirror Odia spelling are expected in localized docs.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:43:82

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
### ବୈକଳ୍ପିକ ନିର୍ଭରତାଗୁଡ଼ିକ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରନ୍ତୁ
```
likely benign LLM, confidence 0.95 ZWNJ in an Odia heading about optional dependencies.
Reasoning
A ZWNJ in the Odia subsection heading about installing optional dependencies. This is legitimate Odia orthography in translated documentation.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:45:479

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଭରତାଗୁଡ଼ିକ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ ହୋଇନଥିଲେ `huggingface_hub`ର କେତେକ ବୈଶିଷ୍ଟ୍ୟ ଉପଲବ୍ଧ ନହୋଇପାରେ।
```
likely benign LLM, confidence 0.95 ZWNJ in an Odia note about uninstalled optional dependencies.
Reasoning
The ZWNJ appears in the Odia word 'ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍' in an explanatory sentence about missing optional features. This is normal text rendering in Odia.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:47:119

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଆପଣ `pip` ମାଧ୍ୟମରେ ବୈକଳ୍ପିକ ନିର୍ଭରତାଗୁଡ଼ିକ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରିପାରିବେ:

```bash
```
likely benign LLM, confidence 0.95 Zero-width non-joiner used legitimately in Odia prose in a markdown install guide.
Reasoning
ZWNJ in Odia text is a normal orthographic feature of Odia script (conjunct formation), in a markdown documentation file. Not malicious.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:57:40

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
* `fastai`, `torch`: ଫ୍ରେମ୍⟨U+200C⟩ୱର୍କ-ନିର୍ଦ୍ଦିଷ୍ଟ ବୈଶିଷ୍ଟ୍ୟଗୁଡ଼ିକ ଚଲାଇବା ପାଇଁ ଆବଶ୍ୟକ ନିର୍ଭରତା।
```
likely benign LLM, confidence 0.95 ZWNJ inside Odia word in documentation bullet.
Reasoning
ZWNJ appears within Odia words in translated documentation; expected for the script and harmless in docs.
info ~~warn~~ → info by review unicode-mixed-script docs/source/or/installation.md:58:10

identifier `libରେ` mixes scripts: Latin + Other (raw pass, confidence 0.80)
```
* `dev`: libରେ ଅବଦାନ ଦେବା ପାଇଁ ଆବଶ୍ୟକ ନିର୍ଭରତା। ଏଥିରେ 'ପରୀକ୍ଷଣ' (ପରୀକ୍ଷଣଗୁଡ଼ିକ ଚଲାଇବା ପାଇଁ), 'ଟାଇପିଂ' (ଟାଇପ୍ ଚେକର୍ ଚଲାଇବା ପାଇଁ) ଏବଂ 
```
likely benign LLM, confidence 0.90 Mixed Latin and Odia script in a prose word within documentation.
Reasoning
The identifier-like token is a Odia word with Latin 'lib' adjacent; mixed-script detection fires on natural bilingual prose in documentation, not on code identifiers.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:60:36

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


### ସୋର୍ସରୁ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରନ୍ତୁ

କେତେକ ପରିସ୍ଥିତିରେ, `huggingface_hub`କୁ ସିଧାସଳଖ ସୋର୍ସରୁ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରିବା ଉପଯୋଗୀ ହୋଇଥାଏ।

likely benign LLM, confidence 0.95 ZWNJ in Odia heading text.

Reasoning

ZWNJ in Odia prose within a markdown heading/paragraph; legitimate script usage.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:62:129

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
କେତେକ ପରିସ୍ଥିତିରେ, `huggingface_hub`କୁ ସିଧାସଳଖ ସୋର୍ସରୁ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରିବା ଉପଯୋଗୀ ହୋଇଥାଏ।
```
likely benign LLM, confidence 0.95 ZWNJ in Odia documentation paragraph.
Reasoning
Same Odia prose with ZWNJ, legitimate script usage in translated docs.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:64:276

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
�୍ ପରେ କୌଣସି ବଗ୍⟨U+200C⟩କୁ ଠିକ୍ କରାଯାଇଥିଲେ, କିନ୍ତୁ ଏପର୍ଯ୍ୟନ୍ତ ନୂତନ ରିଲିଜ୍ ପ୍ରକାଶ ପାଇନଥିଲେ ଏହା ଉପଯୋଗୀ ହୋଇପାରେ।
```
likely benign LLM, confidence 0.95 ZWNJ within Odia sentence about releases.
Reasoning
ZWNJ in Odia prose describing bug fixes; benign documentation text.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:67:36

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ଆମେ `main` ଭର୍ସନ୍⟨U+200C⟩କୁ କାର୍ଯ୍ୟକ୍ଷମ ରଖିବାକୁ ଚେଷ୍ଟା କରୁ ଏବଂ ଅଧିକାଂଶ ସମସ୍ୟା ସାଧାରଣତଃ କିଛି ଘଣ୍ଟା କିମ୍ବା ଗୋଟିଏ ଦିନ ମଧ୍ୟରେ ସମାଧାନ … (339 bytes total)

likely benign LLM, confidence 0.95 ZWNJ in Odia documentation sentence.

Reasoning

ZWNJ in Odia prose within markdown documentation; no code or execution context.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:74:32

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ସୋର୍ସରୁ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରିବା ସମୟରେ, ଆପଣ ଏକ ନିର୍ଦ୍ଦିଷ୍ଟ ବ୍ରାଞ୍ଚ୍⟨U+200C⟩ ମଧ୍ୟ ଉଲ୍ଲେଖ କରିପାରିବେ।
```
likely benign LLM, confidence 0.95 ZWNJ in Odia install instruction.
Reasoning
ZWNJ in Odia instruction text; legitimate orthography in docs.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:74:159

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ସୋର୍ସରୁ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରିବା ସମୟରେ, ଆପଣ ଏକ ନିର୍ଦ୍ଦିଷ୍ଟ ବ୍ରାଞ୍ଚ୍⟨U+200C⟩ ମଧ୍ୟ ଉଲ୍ଲେଖ କରିପାରିବେ।
```
likely benign LLM, confidence 0.95 ZWNJ in Odia branch instruction.
Reasoning
Repeated ZWNJ in Odia instruction text; legitimate.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:75:171

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

ଏପର୍ଯ୍ୟନ୍ତ ମର୍ଜ୍ ହୋଇନଥିବା କୌଣସି ନୂତନ ବୈଶିଷ୍ଟ୍ୟ କିମ୍ବା ନୂତନ ବଗ୍⟨U+200C⟩-ଫିକ୍ସ ପରୀକ୍ଷା କରିବାକୁ ଚାହୁଁଥିଲେ ଏହା ଉପଯୋଗୀ ହୋଇଥାଏ:

```bash

likely benign LLM, confidence 0.95 ZWNJ in Odia sentence introducing install commands.

Reasoning

ZWNJ in Odia prose preceding a bash block of ordinary install commands; text itself benign.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:81:221

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
 କରିବା ପାଇଁ [ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍ ଯାଞ୍ଚ କରନ୍ତୁ](#ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍-ଯାଞ୍ଚ-କରନ୍ତୁ)।
```
likely benign LLM, confidence 0.94 Odia translation of installation docs with ZWNJ used in normal Indic-script spelling.
Reasoning
U+200C is a standard joiner character in Odia orthography. It appears inside words like ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍, which is a transliteration of 'installation' with a conjunct-control joiner. The file is an ordinary translated Markdown doc with normal links and prose, and nothing executes.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:81:295

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଞ୍ଚ କରନ୍ତୁ](#ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍-ଯାଞ୍ଚ-କରନ୍ତୁ)।
```
likely benign LLM, confidence 0.94 ZWNJ in an Odia Markdown link anchor and heading text.
Reasoning
Same pattern: ZWNJ inside Odia words within a Markdown link anchor and prose. This is legitimate script rendering in a translated README, not hidden instructions.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:83:51

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
### ସମ୍ପାଦନଯୋଗ୍ୟ ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍
```
likely benign LLM, confidence 0.94 Odia section heading containing ZWNJ as part of standard spelling.
Reasoning
ZWNJ inside the Odia heading 'ସମ୍ପାଦନଯୋଗ୍ୟ ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍' (editable installation). This is ordinary Odia orthography in a documentation heading.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:85:32

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ସୋର୍ସରୁ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରିବା ସମୟରେ ଆପଣ ଏକ [ସମ୍ପାଦନଯୋଗ୍ୟ ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍](https://pip.pypa.io/en/stable/topics/local-project-installs/#editable-installs) ମଧ୍ୟ କରିପାରିବେ।
```
likely benign LLM, confidence 0.94 Odia prose sentence with a pip documentation link and ZWNJ in the words.
Reasoning
ZWNJ in Odia prose around a Markdown link to pip docs. The character sits in normal words and carries no executable or hidden payload.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:85:147

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ସୋର୍ସରୁ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରିବା ସମୟରେ ଆପଣ ଏକ [ସମ୍ପାଦନଯୋଗ୍ୟ ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍](https://pip.pypa.io/en/stable/topics/local-project-installs/#editable-installs) ମଧ୍ୟ କରିପାରିବେ।
```
likely benign LLM, confidence 0.94 Second ZWNJ occurrence in the same Odia sentence about editable installs.
Reasoning
Same Odia sentence with ZWNJ in a second word, with a legitimate pip doc link. Consistent with normal script usage across the translation.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:86:130

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
��ୁଥିଲେ ଏବଂ କୋଡ୍⟨U+200C⟩ରେ କରାଯାଇଥିବା ପରିବର୍ତ୍ତନଗୁଡ଼ିକୁ ପରୀକ୍ଷା କରିବାର ଆବଶ୍ୟକତା ଥିଲେ, ଏହା ଏକ ଅଧିକ ଉନ୍ନତ ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍ ପଦ୍ଧତି… (339 bytes total)
```
likely benign LLM, confidence 0.93 Odia prose with ZWNJ in a sentence about advanced installation.
Reasoning
ZWNJ in Odia prose describing installation methods. The snippet is ordinary text and the repetition across the file fits a translator's orthography.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:86:358

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
� ଅଧିକ ଉନ୍ନତ ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍ ପଦ୍ଧତି।
```
likely benign LLM, confidence 0.93 Odia prose with ZWNJ in the word for installation.
Reasoning
ZWNJ inside ইনস্টলেশন-style Odia word 'ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍' in ordinary prose. No code or executable content is involved.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:87:51

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଆପଣଙ୍କୁ ନିଜ ମେସିନ୍⟨U+200C⟩ରେ `huggingface_hub`ର ଗୋଟିଏ ସ୍ଥାନୀୟ କପି କ୍ଲୋନ୍ କରିବାକୁ ପଡ଼ିବ।

```bash
```
likely benign LLM, confidence 0.94 Odia sentence with ZWNJ introducing a bash clone command.
Reasoning
ZWNJ in Odia prose preceding a bash code fence that clones huggingface_hub. The invisible character is in the natural-language text, not in the command, so the shell block itself is not obfuscated.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:98:32

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଏହି କମାଣ୍ଡ୍⟨U+200C⟩ଗୁଡ଼ିକ ଆପଣ ରିପୋଜିଟୋରିକୁ କ୍ଲୋନ୍ କରିଥିବା ଫୋଲ୍ଡର୍⟨U+200C⟩କୁ ଆପଣଙ୍କ Python ଲାଇବ୍ରେରୀ ପାଥ୍ ସହିତ ଲିଙ୍କ୍ କରିବ।
```
likely benign LLM, confidence 0.93 Odia prose with ZWNJ about symlinking the repository into Python's library path.
Reasoning
ZWNJ in Odia explanatory prose about linking the cloned folder to the Python library path. Normal script orthography; no hidden logic.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:98:163

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଏହି କମାଣ୍ଡ୍⟨U+200C⟩ଗୁଡ଼ିକ ଆପଣ ରିପୋଜିଟୋରିକୁ କ୍ଲୋନ୍ କରିଥିବା ଫୋଲ୍ଡର୍⟨U+200C⟩କୁ ଆପଣଙ୍କ Python ଲାଇବ୍ରେରୀ ପାଥ୍ ସହିତ ଲିଙ୍କ୍ କରିବ।
```
likely benign LLM, confidence 0.93 Repeated ZWNJ in the same Odia prose about Python library linking.
Reasoning
Second ZWNJ in the same explanatory Odia sentence. Consistent with legitimate script rendering.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:100:90

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଉଦାହରଣ ସ୍ୱରୂପ, ଆପଣଙ୍କ Python ପ୍ୟାକେଜ୍⟨U+200C⟩ଗୁଡ଼ିକ ସାଧାରଣତଃ `./.venv/lib/python3.11/site-packages/`ରେ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ ହୋଇଥିଲେ,
```
likely benign LLM, confidence 0.93 Odia sentence with ZWNJ about site-packages location in a virtualenv.
Reasoning
ZWNJ in Odia prose describing where Python packages are installed in a venv. The text is documentation with no executable content.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:100:192

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଉଦାହରଣ ସ୍ୱରୂପ, ଆପଣଙ୍କ Python ପ୍ୟାକେଜ୍⟨U+200C⟩ଗୁଡ଼ିକ ସାଧାରଣତଃ `./.venv/lib/python3.11/site-packages/`ରେ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ ହୋଇଥିଲେ,
```
likely benign LLM, confidence 0.95 Odia prose in a translated installation doc contains a legitimate zero-width non-joiner.
Reasoning
ZWNJ in Odia text is a normal orthographic feature of the script used for word joining in Odia; this is a Markdown translation document with no code execution context.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:101:107

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
Python ଆପଣ `./huggingface_hub/`ରେ କ୍ଲୋନ୍ କରିଥିବା ଫୋଲ୍ଡର୍⟨U+200C⟩ରେ ମଧ୍ୟ ଖୋଜିବ।

## conda ବ୍ୟବହାର କରି ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରନ୍ତୁ
```
likely benign LLM, confidence 0.95 Zero-width non-joiner used in Odia translated prose.
Reasoning
ZWNJ within Odia words in documentation prose is expected orthography, not hidden payload.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:103:51

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
## conda ବ୍ୟବହାର କରି ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରନ୍ତୁ
```
likely benign LLM, confidence 0.95 Odia heading with a zero-width non-joiner.
Reasoning
Heading text in Odia containing ZWNJ is normal script usage in a translated markdown doc.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:105:228

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଆପଣ ଏହା ସହିତ ଅଧିକ ପରିଚିତ ଥିଲେ, [conda-forge ଚ୍ୟାନେଲ୍](https://anaconda.org/conda-forge/huggingface_hub) ବ୍ୟବହାର କରି `huggingface_hub` ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରିପାରିବେ:

```bash
```
likely benign LLM, confidence 0.95 Odia sentence with ZWNJ before a conda install instruction.
Reasoning
ZWNJ in Odia prose surrounding an install instruction; the command itself is ordinary and the character is orthographic.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:111:221

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
 କରିବା ପାଇଁ [ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍ ଯାଞ୍ଚ କରନ୍ତୁ](#ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍-ଯାଞ୍ଚ-କରନ୍ତୁ)।
```
likely benign LLM, confidence 0.93 Odia markdown link text with a zero-width non-joiner.
Reasoning
ZWNJ appears in an Odia link anchor/text in documentation, consistent with the script's orthography and the heading slug.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:111:295

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଞ୍ଚ କରନ୍ତୁ](#ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍-ଯାଞ୍ଚ-କରନ୍ତୁ)।
```
likely benign LLM, confidence 0.93 Odia markdown anchor link with ZWNJ.
Reasoning
Same Odia anchor pattern with ZWNJ; legitimate orthography in a translated doc.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:113:13

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
## ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍ ଯାଞ୍ଚ କରନ୍ତୁ
```
likely benign LLM, confidence 0.95 Odia heading containing a zero-width non-joiner.
Reasoning
Odia section heading with ZWNJ is standard script rendering in translated documentation.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:115:10

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)


ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ ହୋଇସାରିବା ପରେ, ନିମ୍ନଲିଖିତ କମାଣ୍ଡ୍ ଚଲାଇ `huggingface_hub` ଠିକ୍ ଭାବରେ କାମ କରୁଛି କି ନାହିଁ ଯାଞ୍ଚ କରନ୍ତୁ:

```bash

likely benign LLM, confidence 0.95 Odia instruction sentence with ZWNJ.

Reasoning

ZWNJ in Odia prose before a benign verification command in docs.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:121:42

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଏହି କମାଣ୍ଡ୍ ହବ୍⟨U+200C⟩ରୁ [gpt2](https://huggingface.co/gpt2) ମଡେଲ୍ ବିଷୟରେ ସୂଚନା ପ୍ରାପ୍ତ କରିବ।
ଆଉଟପୁଟ୍⟨U+200C⟩ଟି ନିମ୍ନପ୍ରକାର ଦେଖାଯିବା ଉଚିତ:
```
likely benign LLM, confidence 0.95 Odia prose sentence with ZWNJ describing a hub command.
Reasoning
ZWNJ in Odia descriptive prose about a gpt2 model lookup; no executable concern.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:122:22

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଏହି କମାଣ୍ଡ୍ ହବ୍⟨U+200C⟩ରୁ [gpt2](https://huggingface.co/gpt2) ମଡେଲ୍ ବିଷୟରେ ସୂଚନା ପ୍ରାପ୍ତ କରିବ।
ଆଉଟପୁଟ୍⟨U+200C⟩ଟି ନିମ୍ନପ୍ରକାର ଦେଖାଯିବା ଉଚିତ:

```text
```
likely benign LLM, confidence 0.95 Odia prose with ZWNJ before a text output block.
Reasoning
Same Odia prose with ZWNJ preceding an output example; documentation text only.
info ~~warn~~ → info by review unicode-mixed-script docs/source/or/installation.md:130:4

identifier `Windowsର` mixes scripts: Latin + Other (raw pass, confidence 0.80)
```
## Windowsର ସୀମାବଦ୍ଧତା
```
likely benign LLM, confidence 0.85 Heading mixing Latin 'Windows' with an Odia genitive suffix.
Reasoning
Mixing Latin 'Windows' with Odia suffix 'ର' in a heading is a normal result of combining scripts in translated prose; the script-mix signal is a known false positive for natural-language markdown.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:132:86

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
��ଠାରେ ଉତ୍ତମ ଏମ୍⟨U+200C⟩ଏଲ୍ ଉପଲବ୍ଧ କରାଇବାର ଆମ ଲକ୍ଷ୍ୟକୁ ଧ୍ୟାନରେ ରଖି, ଆମେ `huggingface_hub`କୁ ଏକ କ୍ରସ୍⟨U+200C⟩-ପ୍ଲାଟଫର୍ମ ଲାଇବ୍ରେରୀ ଭାବରେ ବିକଶିତ କର… (341 bytes total)
```
likely benign LLM, confidence 0.93 Zero-width non-joiner inside Odia-language markdown documentation.
Reasoning
U+200C in Odia prose is a normal orthographic joiner. The surrounding text is a natural-language translation of the huggingface_hub install docs, and the raw pass has a high false-positive rate for this kind of content.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:132:261

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ngface_hub`କୁ ଏକ କ୍ରସ୍⟨U+200C⟩-ପ୍ଲାଟଫର୍ମ ଲାଇବ୍ରେରୀ ଭାବରେ ବିକଶିତ କରିଛୁ
```
likely benign LLM, confidence 0.93 Zero-width non-joiner within an Odia word in a translated docs page.
Reasoning
The ZWNJ sits in the middle of an Odia word (cross-platform, written with a hyphenated conjunct), which is standard Odia typesetting. No code, no hidden instructions, and this is a markdown doc.
info ~~warn~~ → info by review unicode-mixed-script docs/source/or/installation.md:134:15

identifier `Windowsରେ` mixes scripts: Latin + Other (raw pass, confidence 0.80)
```
ତେବେ, Windowsରେ ଚଲାଇବା ସମୟରେ `huggingface_hub`ର କେତେକ ସୀମାବଦ୍ଧତା ରହିଛି।
```
likely benign LLM, confidence 0.90 Latin 'Windows' fused with an Odia locative suffix in prose.
Reasoning
The identifier is an English word 'Windows' with an Odia postposition 'ରେ' attached, which is ordinary grammar in Odia prose. Mixed-script tokens are expected in translated technical text and this is not a code identifier.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:137:63

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
* `huggingface_hub`ର `cache` ସିଷ୍ଟମ୍ ହବ୍⟨U+200C⟩ରୁ ଡାଉନଲୋଡ୍ କରାଯାଇଥିବା ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକୁ ଦକ୍ଷତାର ସହିତ `cache` କରିବା ପାଇଁ ସିମ୍⟨U+200C⟩ଲିଙ୍କ୍ ଉପରେ ନିର୍ଭର କରେ।
```
likely benign LLM, confidence 0.93 Zero-width non-joiner in an Odia documentation bullet about the cache system.
Reasoning
ZWNJ within Odia text in a markdown documentation bullet, consistent with normal Odia orthography. There is no executable context or evasion pattern.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:137:144

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
* `huggingface_hub`ର `cache` ସିଷ୍ଟମ୍ ହବ୍⟨U+200C⟩ରୁ ଡାଉନଲୋଡ୍ କରାଯାଇଥିବା ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକୁ ଦକ୍ଷତାର ସହିତ `cache` କରିବା ପାଇଁ ସିମ୍⟨U+200C⟩ଲିଙ୍କ୍ ଉପରେ ନିର୍ଭର କରେ।
```
likely benign LLM, confidence 0.93 Zero-width non-joiner in the same Odia cache bullet.
Reasoning
Same as the other ZWNJ instances in this bullet: it occurs at Odia conjunct boundaries in natural-language documentation, with no hidden or obfuscated code.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:137:253

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
* `huggingface_hub`ର `cache` ସିଷ୍ଟମ୍ ହବ୍⟨U+200C⟩ରୁ ଡାଉନଲୋଡ୍ କରାଯାଇଥିବା ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକୁ ଦକ୍ଷତାର ସହିତ `cache` କରିବା ପାଇଁ ସିମ୍⟨U+200C⟩ଲିଙ୍କ୍ ଉପରେ ନିର୍ଭର କରେ।
```
likely benign LLM, confidence 0.93 Zero-width non-joiner in the Odia cache bullet, third occurrence.
Reasoning
ZWNJ placed at a conjunct boundary in Odia prose. This is orthographic, not a payload or obfuscation of code.
info ~~warn~~ → info by review unicode-mixed-script docs/source/or/installation.md:138:3

identifier `Windowsରେ` mixes scripts: Latin + Other (raw pass, confidence 0.80)
```
  Windowsରେ ସିମ୍⟨U+200C⟩ଲିଙ୍କ୍ ସକ୍ରିୟ କରିବା ପାଇଁ ଆପଣଙ୍କୁ ଡେଭଲପର୍ ମୋଡ୍ ସକ୍ରିୟ କରିବାକୁ କିମ୍ବା ନିଜ ସ୍କ୍ରିପ୍ଟଗୁଡ଼ିକୁ ଆଡମିନିଷ୍ଟ୍ରେଟର୍ 
```
likely benign LLM, confidence 0.90 Mixed-script 'Windows' plus Odia suffix in a setup instruction.
Reasoning
Latin 'Windows' with an Odia suffix in a translated instruction paragraph about enabling developer mode. Normal mixed-script prose, not an identifier used in code.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:138:29

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
  Windowsରେ ସିମ୍⟨U+200C⟩ଲିଙ୍କ୍ ସକ୍ରିୟ କରିବା ପାଇଁ ଆପଣଙ୍କୁ ଡେଭଲପର୍ ମୋଡ୍ ସକ୍ରିୟ କରିବାକୁ କିମ୍ବା ନିଜ ସ୍କ୍ରିପ୍ଟଗୁଡ଼ିକୁ ଆଡମିନିଷ୍ଟ୍ରେଟର୍ 
```
likely benign LLM, confidence 0.93 Zero-width non-joiner in the Odia Windows symlink instructions.
Reasoning
ZWNJ at a conjunct boundary within Odia instructional prose. It is consistent with normal Odia text and carries no code or hidden logic.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:140:12

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
* ହବ୍⟨U+200C⟩ର ଫାଇଲ୍⟨U+200C⟩ପାଥ୍⟨U+200C⟩ରେ ବିଶେଷ ଅକ୍ଷର ରହିପାରେ, ଯେପରିକି `"path/to?/my/file"`।
```
likely benign LLM, confidence 0.93 Zero-width non-joiner in an Odia bullet about Hub filepath characters.
Reasoning
ZWNJ inside an Odia sentence describing filepath characters in the Hub. The surrounding literal path is just documentation text, and the joiner is orthographic.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:140:34

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
* ହବ୍⟨U+200C⟩ର ଫାଇଲ୍⟨U+200C⟩ପାଥ୍⟨U+200C⟩ରେ ବିଶେଷ ଅକ୍ଷର ରହିପାରେ, ଯେପରିକି `"path/to?/my/file"`।
```
likely benign LLM, confidence 0.93 Second zero-width non-joiner in the same Odia filepath bullet.
Reasoning
Another ZWNJ at an Odia conjunct boundary in the same documentation bullet. No executable or obfuscated content is present.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:140:49

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
* ହବ୍⟨U+200C⟩ର ଫାଇଲ୍⟨U+200C⟩ପାଥ୍⟨U+200C⟩ରେ ବିଶେଷ ଅକ୍ଷର ରହିପାରେ, ଯେପରିକି `"path/to?/my/file"`।
```
likely benign LLM, confidence 0.97 ZWNJ inserted in Odia translated documentation text.
Reasoning
U+200C ZWNJ in Odia text is a normal orthographic requirement for conjuncts and half-forms in Odia script; it appears throughout natural Odia prose in a markdown documentation file.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:141:180

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
  Windows ବିଶେଷ ଅକ୍ଷରଗୁଡ଼ିକ ଉପରେ ଅଧିକ କଟକଣା ଲଗାଇଥାଏ, ଯାହା ଫଳରେ ସେହି ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକୁ Windowsରେ ଡାଉନଲୋଡ୍ କରିବା ସମ୍ଭବ ହୋଇନପାରେ।
```
likely benign LLM, confidence 0.97 ZWNJ within Odia prose in a markdown doc.
Reasoning
ZWNJ between Odia characters in a translated documentation sentence is standard Odia typesetting, not hidden payload in code.
info ~~warn~~ → info by review unicode-mixed-script docs/source/or/installation.md:141:205

identifier `Windowsରେ` mixes scripts: Latin + Other (raw pass, confidence 0.80)
```
  Windows ବିଶେଷ ଅକ୍ଷରଗୁଡ଼ିକ ଉପରେ ଅଧିକ କଟକଣା ଲଗାଇଥାଏ, ଯାହା ଫଳରେ ସେହି ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକୁ Windowsରେ ଡାଉନଲୋଡ୍ କରିବା ସମ୍ଭବ ହୋଇନପାରେ।
```
likely benign LLM, confidence 0.93 Latin word 'Windows' joined to Odia postposition in documentation prose.
Reasoning
The identifier-like token 'Windowsରେ' is just a Latin word followed by the Odia postposition 'ରେ' in running prose; mixed-script tokenization is expected in translated text and this is markdown, not code.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:146:38

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଆପଣଙ୍କ ମେସିନ୍⟨U+200C⟩ରେ `huggingface_hub` ଠିକ୍ ଭାବରେ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ ହୋଇସାରିବା ପରେ,
```
likely benign LLM, confidence 0.97 ZWNJ in Odia documentation sentence.
Reasoning
ZWNJ in Odia prose around the huggingface_hub installation text; ordinary script rendering in a translated doc.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:146:104

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଆପଣଙ୍କ ମେସିନ୍⟨U+200C⟩ରେ `huggingface_hub` ଠିକ୍ ଭାବରେ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ ହୋଇସାରିବା ପରେ,
```
likely benign LLM, confidence 0.97 ZWNJ in Odia documentation sentence.
Reasoning
Same as the other ZWNJ instances: legitimate Odia orthography in a markdown documentation file.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:147:100

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ରିବେଶ ଭେରିଏବଲ୍⟨U+200C⟩ଗୁଡ଼ିକ କନଫିଗର୍ କରନ୍ତୁ](package_reference/environment_variables) କିମ୍ବା [ଆମ ଗାଇଡ୍⟨U+200C⟩ଗୁଡ଼ିକ ମଧ୍ୟରୁ ଗୋଟିଏ ଦେଖନ୍ତୁ](guides/overview)।
```
likely benign LLM, confidence 0.97 ZWNJ in Odia link label in documentation.
Reasoning
ZWNJ inside Odia link text in markdown docs; standard Odia orthography, no code execution context.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/installation.md:147:247

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
�ିମ୍ବା [ଆମ ଗାଇଡ୍⟨U+200C⟩ଗୁଡ଼ିକ ମଧ୍ୟରୁ ଗୋଟିଏ ଦେଖନ୍ତୁ](guides/overview)।
```
likely benign LLM, confidence 0.97 ZWNJ in Odia link label in documentation.
Reasoning
ZWNJ in Odia link text in markdown docs; consistent with normal Odia typesetting.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/quick-start.md:9:147

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)

��ିପାରିବେ, ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକୁ ଡାଉନଲୋଡ୍ ଏବଂ ଅପଲୋଡ୍ କରିପାରିବେ, ଏବଂ ହବ୍⟨U+200C⟩ରୁ ଉପଯୋଗୀ ମଡେଲ୍ ଓ ଡାଟାସେଟ୍ ମେଟାଡାଟା ପ୍ରାପ୍ତ କରିପାରିବେ… (340 bytes total)

likely benign LLM, confidence 0.97 ZWNJ in Odia quick-start prose.

Reasoning

ZWNJ within Odia prose in a translated quick-start markdown file; expected orthography, not an obfuscation vector.

info ~~warn~~ → info by review unicode-zero-width docs/source/or/quick-start.md:9:274

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
�ପାରିବେ, ଏବଂ ହବ୍⟨U+200C⟩ରୁ ଉପଯୋଗୀ ମଡେଲ୍ ଓ ଡାଟାସେଟ୍ ମେଟାଡାଟା ପ୍ରାପ୍ତ କରିପାରିବେ।
```
likely benign LLM, confidence 0.97 ZWNJ in Odia quick-start prose.
Reasoning
ZWNJ within Odia prose in a markdown doc; benign script rendering.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/quick-start.md:11:13

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
## ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍

ଆରମ୍ଭ କରିବା ପାଇଁ, `huggingface_hub` ଲାଇବ୍ରେରୀ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରନ୍ତୁ:
```
likely benign LLM, confidence 0.96 ZWNJ in Odia section heading and prose.
Reasoning
ZWNJ in Odia heading and text ('ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍') in markdown docs, which is standard Odia spelling of conjuncts.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/quick-start.md:13:102

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଆରମ୍ଭ କରିବା ପାଇଁ, `huggingface_hub` ଲାଇବ୍ରେରୀ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ କରନ୍ତୁ:

```bash
```
likely benign LLM, confidence 0.97 ZWNJ in Odia prose introducing an install command.
Reasoning
ZWNJ in Odia instruction text preceding a bash block in markdown; the code block itself is ordinary install instructions and the invisible character is legitimate script usage.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/quick-start.md:19:71

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଅଧିକ ବିବରଣୀ ପାଇଁ, [installation](ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍) ଗାଇଡ୍⟨U+200C⟩ଟି ଦେଖନ୍ତୁ।

## ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକ ଡାଉନଲୋଡ୍ କରନ୍ତୁ
```
likely benign LLM, confidence 0.90 Odia-language markdown documentation containing ZWNJ characters inside words.
Reasoning
U+200C ZERO WIDTH NON-JOINER appears within Odia words and inside link text. Odia orthography uses ZWNJ to control conjunct and vowel-sign rendering, so this is expected in translated docs. The pattern is a raw-pass signal with a high false-positive rate, and the snippet shows nothing else suspicious.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/quick-start.md:19:115

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଅଧିକ ବିବରଣୀ ପାଇଁ, [installation](ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍) ଗାଇଡ୍⟨U+200C⟩ଟି ଦେଖନ୍ତୁ।

## ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକ ଡାଉନଲୋଡ୍ କରନ୍ତୁ
```
likely benign LLM, confidence 0.90 Another ZWNJ occurrence in the same Odia markdown documentation.
Reasoning
Same ZWNJ usage in Odia prose and link text, consistent with correct Indic script rendering. No executable content or hidden payload is present.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/quick-start.md:21:19

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
## ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକ ଡାଉନଲୋଡ୍ କରନ୍ତୁ
```
likely benign LLM, confidence 0.90 ZWNJ within an Odia section heading in translated documentation.
Reasoning
ZWNJ inside an Odia heading, which is normal script rendering. A markdown heading cannot execute code, and the raw-pass finding has a high false-positive rate.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/quick-start.md:23:10

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ହବ୍⟨U+200C⟩ରେ ଥିବା ରିପୋଜିଟୋରିଗୁଡ଼ିକ `git` ଦ୍ୱାରା ଭର୍ସନ୍-ନିୟନ୍ତ୍ରିତ, ଏବଂ ବ୍ୟବହାରକାରୀମାନେ ଗୋଟିଏ ଫାଇଲ୍ କିମ୍ବା ସମ୍ପୂର୍ଣ୍ଣ ରିପୋଜିଟୋ… (340 bytes total)
```
likely benign LLM, confidence 0.90 Odia documentation sentence with ZWNJ characters around a git mention.
Reasoning
ZWNJ within Odia prose, with a backticked git reference. Nothing indicates concealed instructions or a hidden payload.
info ~~warn~~ → info by review unicode-zero-width docs/source/or/quick-start.md:24:16

U+200C ZERO WIDTH NON-JOINER in source (raw pass, confidence 0.75)
```
ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକୁ ଡାଉନଲୋଡ୍ କରିବା ପାଇଁ ଆପଣ [`hf_hub_download`] ଫଙ୍କସନ୍ ବ୍ୟବହାର କରିପାରିବେ।
```
likely benign LLM, confidence 0.90 Odia documentation sentence with ZWNJ referencing hf_hub_download.
Reasoning
ZWNJ in Odia prose describing the hf_hub_download function. This is a standard documentation sentence with no hidden or executable content.

info long-line tests/cassettes/InferenceApiTest.test_inference_missing_input.yaml:17:1

line length 810 characters (raw pass, confidence 0.50)

      string: "{\"_id\":\"621ffdc136468d709f17a5fd\",\"id\":\"deepset/roberta-base-squad2\",\"private\":false,\"pipeline_tag\":\"question-answering\",\"library_name\":\"transformers\",\"tags\":[\"transformers\",\"pytorch\",\"tf\",\"jax\",\"rust\",\"safetensors\",\"roberta\",\"question-answering\",\"en\",\"dataset:squad

info long-line tests/cassettes/InferenceApiTest.test_inference_overriding_invalid_task.yaml:69:1

line length 703 characters (raw pass, confidence 0.50)

      string: '{"_id":"621ffdc036468d709f174338","id":"google-bert/bert-base-uncased","private":false,"pipeline_tag":"fill-mask","library_name":"transformers","tags":["transformers","pytorch","tf","jax","rust","coreml","onnx","safetensors","bert","fill-mask","exbert","en","dataset:bookcorpus","dataset:wikipedia","arxiv

info long-line tests/cassettes/InferenceApiTest.test_inference_overriding_task.yaml:17:1

line length 1182 characters (raw pass, confidence 0.50)

      string: '{"_id":"621ffdc136468d709f1802e8","id":"sentence-transformers/paraphrase-albert-small-v2","private":false,"pipeline_tag":"sentence-similarity","library_name":"sentence-transformers","tags":["sentence-transformers","pytorch","tf","rust","onnx","safetensors","openvino","albert","feature-extraction","senten

info long-line tests/cassettes/InferenceApiTest.test_simple_inference.yaml:69:1

line length 703 characters (raw pass, confidence 0.50)

      string: '{"_id":"621ffdc036468d709f174338","id":"google-bert/bert-base-uncased","private":false,"pipeline_tag":"fill-mask","library_name":"transformers","tags":["transformers","pytorch","tf","jax","rust","coreml","onnx","safetensors","bert","fill-mask","exbert","en","dataset:bookcorpus","dataset:wikipedia","arxiv

info ~~critical~~ → info by review dynamic-execution utils/_legacy_check_future_compatible_signatures.py:189:9

`os.spawnv` with a non-literal binary path — runtime-determined process spawn (ast pass, confidence 0.85)
```
        ruff_bin = find_ruff_bin()
        os.spawnv(os.P_WAIT, ruff_bin, ["ruff", str(filepath), "--fix", "--quiet"])
        return filepath.read_text()
```
likely benign LLM, confidence 0.80 Dev utility that runs the ruff binary via os.spawnv on a file.
Reasoning
os.spawnv is called with a binary path from find_ruff_bin() and fixed ruff arguments, which is a dev-tooling pattern for running the ruff linter. The path is resolved by a local helper rather than attacker input, and the snippet shows no network or download behavior. The non-literal path alone does not indicate malice.
info ~~critical~~ → info by review dynamic-execution utils/check_static_imports.py:61:9

`os.spawnv` with a non-literal binary path — runtime-determined process spawn (ast pass, confidence 0.85)
```
        ruff_bin = find_ruff_bin()
        os.spawnv(os.P_WAIT, ruff_bin, ["ruff", "check", str(filepath), "--fix", "--quiet"])
        os.spawnv(os.P_WAIT, ruff_bin, ["ruff", "format", str(filepath), "--quiet"])
        return filepath.read_text()
```
likely benign LLM, confidence 0.80 Repository check script invoking ruff via os.spawnv for check and format.
Reasoning
Same pattern: os.spawnv runs ruff (check --fix, format) on a file, with the binary located by find_ruff_bin(). This is ordinary repository tooling and is not obfuscated.
info ~~critical~~ → info by review dynamic-execution utils/check_static_imports.py:62:9

`os.spawnv` with a non-literal binary path — runtime-determined process spawn (ast pass, confidence 0.85)
```
        os.spawnv(os.P_WAIT, ruff_bin, ["ruff", "check", str(filepath), "--fix", "--quiet"])
        os.spawnv(os.P_WAIT, ruff_bin, ["ruff", "format", str(filepath), "--quiet"])
        return filepath.read_text()
```
likely benign LLM, confidence 0.80 Ruff format invocation in the same repository check script.
Reasoning
Second os.spawnv call running ruff format on the same file, a routine formatting step in a dev script with fixed arguments and no untrusted input.

info dynamic-execution utils/installers/install.sh:231:50

command name is a variable (`$shadowed`) that this file sets only to plain text (ast pass, confidence 0.40)

                if [ -n "$shadowed" ]; then
                    log_info "Found $shadowed ($("$shadowed" --version 2>&1)), but an older Python earlier in your PATH shadows it."
                    log_info "Put $(dirname "$shadowed") earlier in your PATH and re-run the installer."
                else

info dynamic-execution utils/installers/install.sh:255:31

command name is a variable (`$PYTHON_CMD`) that this file sets only to plain text (ast pass, confidence 0.40)
```
    log_info "Using Python: $($PYTHON_CMD --version)"
}
```

info dynamic-execution utils/installers/install.sh:279:10

command name is a variable (`$PYTHON_CMD`) that this file sets only to plain text (ast pass, confidence 0.40)

    # Fail early with guidance when python lacks the venv module
    if ! "$PYTHON_CMD" -m venv --help >/dev/null 2>&1; then
        log_error "Python's venv module is unavailable. Install python3-venv / ensurepip and retry."
        case "$(detect_os)" in

info dynamic-execution utils/installers/install.sh:352:5

command name is a variable (`$VENV_DIR`) that this file sets only to plain text (ast pass, confidence 0.40)
```
transformers_installed() {
    "$VENV_DIR/bin/python" -c "import importlib.metadata; importlib.metadata.version('transformers')" >/dev/null 2>&1
}
```
info ~~critical~~ → info by review dynamic-execution utils/installers/install.sh:407:10

command name is a variable (`$BIN_DIR`) and `BIN_DIR` is assigned the output of a command — executed command determined at runtime (ast pass, confidence 0.90)
```
    log_info "Installing the hf-cli skill for AI agents..."
    if ! "$BIN_DIR/hf" skills add hf-cli --global --force; then
        log_warning "Failed to install the hf-cli skill. Install it later with: hf skills add -g"
        return
```
likely benign LLM, confidence 0.85 Installer step that runs the newly installed hf CLI to add the hf-cli skill.
Reasoning
The script runs $BIN_DIR/hf, the CLI binary that this installer itself placed in BIN_DIR, to add an agent skill. Running the freshly installed tool is the expected flow for an installer. The variable is a standard install-directory path and the snippet shows no download-and-execute chain.
info ~~critical~~ → info by review dynamic-execution utils/installers/install.sh:509:12

command name is a variable (`$BIN_DIR`) and `BIN_DIR` is assigned the output of a command — executed command determined at runtime (ast pass, confidence 0.90)
```
        # Test the CLI
        if "$BIN_DIR/hf" version >/dev/null 2>&1; then
            log_success "Hugging Face CLI installed successfully!"
            log_info "CLI location: $BIN_DIR/hf"
```
likely benign LLM, confidence 0.85 Post-install smoke test that runs the hf binary's version command.
Reasoning
The installer runs $BIN_DIR/hf version to verify the installation it just performed, and logs the result. This is a standard post-install smoke test.
info ~~critical~~ → info by review dynamic-execution utils/installers/install.sh:564:38

command name is a variable (`$BIN_DIR`) and `BIN_DIR` is assigned the output of a command — executed command determined at runtime (ast pass, confidence 0.90)
```
    else
        log_info "Current version: $($BIN_DIR/hf version)"
    fi
```
likely benign LLM, confidence 0.85 Log line that captures the installed hf CLI version via command substitution.
Reasoning
Command substitution runs $BIN_DIR/hf version to show the current version to the user. It is a benign status query on the installed binary, with no attacker-controlled input.

Reproduce This Scan

Run disclude locally to verify. Add --format sarif for SARIF output. Add --llm (with an API key in the environment) to include the LLM review.

cargo install disclude --version 4.0.0
git clone https://github.com/huggingface/huggingface_hub huggingface_hub && cd huggingface_hub
git checkout v2.2.0
disclude scan --severity info --diff v2.1.1 .