PyPI / huggingface-hub / 2.2.0

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 · 123 warn · 127 info
Scan time
101.4 s
LLM review
Reviewed by claude-haiku-5-5 (Anthropic): the 117 most severe of 240 warn and critical signals (117 with a verdict); 117 demoted to info. The rest are unreviewed.
Disclude version
4.1.0
Scanned (UTC)
2026-10-22 02:30

Signals

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

  1. 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
  2. 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
  3. 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।
  4. 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।
  5. 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।
  6. 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।
  7. 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।
  8. 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]
  9. 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)
  10. 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)
  11. 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)
  12. 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)
  13. 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)
  14. 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:
  15. 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)
  16. 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।
  17. 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
  18. 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
  19. 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।
  20. 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।
    
    ```
  21. 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)
  22. 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
  23. 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)
  24. 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)
  25. 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)
  26. 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)
  27. 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:
  28. 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
  29. 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
  30. 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।
  31. 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।
  32. 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।
  33. 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,
  34. 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:
  35. 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।
  36. 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।
  37. 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।
  38. 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।
  39. 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।
  40. 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)
  41. 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>
  42. 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)
  43. 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
  44. 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)
  45. 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.
  46. 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.
  47. 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.
  48. 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.
  49. 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.
  50. 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.
  51. 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
  52. 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:
  53. 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:
  54. 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
  55. 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)
  56. 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.
  57. 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.
  58. 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)
  59. 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:
  60. 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:
  61. 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:
  62. 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
  63. 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
  64. 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.
  65. 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.
  66. warn unicode-zero-width i18n/README_kn.md:155:137

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

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  115. 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:
  116. 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
  117. base64-like blob (204 bytes, compression ratio 0.88) (raw pass, confidence 0.60)

    
          {"key": "file", "value": {"content": "CmltcG9ydCBncmFkaW8gYXMgZ3IKCgpkZWYgZ3JlZXQobmFtZSk6CiAgICByZXR1cm4gIkhlbGxvICIgKyBuYW1lICsgIiEhIgoKaWZhY2UgPSBnci5JbnRlcmZhY2UoZm49Z3JlZXQsIGlucHV0cz0idGV4dCIsIG91dHB1dHM9InRleHQiKQppZmFjZS5sYXVuY2goKQo=",
          "path": "app.py", "encoding": "base64"}}
  118. 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!")
  119. 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
  120. 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
  121. 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
  122. 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)
  123. 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"
  124. 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 0.85 A README install instruction that pipes the hf.co install script into bash.
    Reasoning

    The pipeline is the documented one-line installer for the Hugging Face CLI, a common and expected pattern in install docs. Piping to bash is risky in general, but the source is the project's own domain and the context is a standard install instruction.

  125. 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 A documentation example showing `cat` used to view a JSONL plan file.
    Reasoning

    The snippet is a shell prompt line (`>>> cat sync-plan.jsonl`) that displays a file. It is not a redirect, and the path-command-shadow signal misreads it. The AST pass is flagging a documentation example.

  126. 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 0.85 Docs instruction to install the HF CLI by piping the install script to bash.
    Reasoning

    This is the documented Hugging Face CLI installer piped to bash, a standard install instruction in official docs.

  127. 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 A curl install command misflagged as a PATH-shadow redirect.
    Reasoning

    The snippet is the same curl-to-bash install line. No redirect to a file named `curl` exists; the signal is a parse artifact of the pipeline.

  128. 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 0.85 Docs install command piping the HF install script to bash with an argument.
    Reasoning

    This is the official CLI installer with a flag passed to the script (`-s -- --exclude-skill`), a documented option in ordinary install docs.

  129. 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 A curl install command misflagged as a PATH-shadow redirect.
    Reasoning

    There is no redirect in the snippet. The curl pipeline is misread as a write to a file named `curl`.

  130. 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 A documentation example for upgrading huggingface_hub with pip.
    Reasoning

    `>>> pip install -U huggingface_hub` is a normal package install example. The snippet contains no redirect, so the shadow signal is spurious.

  131. 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 A documentation example installing the hf CLI with Homebrew.
    Reasoning

    `>>> brew install hf` is a standard Homebrew install example with no redirect, so the shadow signal is a false positive.

  132. 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 0.85 A quoted Python exception traceback in documentation text.
    Reasoning

    The snippet is an error message from an httpx timeout, shown in backticks as prose. It is not shell code, so the claim of a runtime-determined command is wrong.

  133. 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 A documentation example installing duckdb with pip.
    Reasoning

    `>>> pip install duckdb` is a standard package install example with no redirect. The shadow flag is spurious.

  134. 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 A documentation example installing duckdb with Homebrew.
    Reasoning

    `>>> brew install duckdb` is a standard Homebrew example with no redirect. The shadow flag is spurious.

  135. 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 A documentation example showing an hf jobs ssh command.
    Reasoning

    `>>> hf jobs ssh <job_id>` is a CLI usage example with a placeholder. It has no redirect, and the ssh match is a parse artifact.

  136. [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=
  137. [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=
  138. 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 0.85 Installation guide line piping the HF install script to bash.
    Reasoning

    This is the same documented curl-to-bash install instruction for the HF CLI in the installation guide, a common pattern in official docs.

  139. 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 0.80 A zero-width space in Hindi documentation prose.
    Reasoning

    Zero-width spaces inside a Hindi translation are a common artifact of copy-paste or text rendering. The raw pass has a high false-positive rate, and the text itself is ordinary documentation prose.

  140. 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 0.80 A zero-width space in Hindi documentation prose.
    Reasoning

    This is another zero-width space in the same Hindi translation paragraph. It looks like a text-encoding artifact rather than hidden instructions.

  141. 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 Korean CLI guide line piping the uv install script to sh.
    Reasoning

    This is a documented curl-to-sh install instruction for the uv tool, a widely used install pattern in official docs.

  142. 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
    likely benign LLM, confidence 0.85 Docs example showing the official uv install script run with curl piped to sh.
    Reasoning

    The flagged line is a console example in a Korean docs page showing the official uv installer. The path-command-shadow signal fires on a markdown code example, not on code that writes a file named curl. Piping a remote install script to sh is a common but legitimate install instruction here.

  143. 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
    likely benign LLM, confidence 0.90 Docs example running a Homebrew install command for the hf CLI.
    Reasoning

    The line is a docs console example running 'brew install hf'. The path-command-shadow signal misreads a shell command in documentation as a PATH hijack. No redirect or file write is present in the snippet.

  144. 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 Odia translated section title in a docs toctree containing a ZWNJ.
    Reasoning

    U+200C is a standard joiner character required for correct Odia script rendering. The title sits inside a translated docs toctree, so the character is ordinary localized text.

  145. 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 Odia translated documentation text containing a ZWNJ.
    Reasoning

    The ZWNJ appears inside Odia prose, where it is used for correct conjunct and vowel rendering. This is a raw-pass hit on a translated docs page with no executable context.

  146. 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 Odia translated documentation text containing a ZWNJ.
    Reasoning

    The ZWNJ sits within Odia prose in a translated README-style page. Odia orthography uses ZWNJ, and the raw pass has a higher false-positive rate on such text.

  147. 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 Odia translated documentation text containing a ZWNJ.
    Reasoning

    The ZWNJ is within ordinary Odia prose in a translated docs page. The character is a legitimate script joiner, not hidden content.

  148. 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 Odia translated documentation text containing a ZWNJ.
    Reasoning

    The ZWNJ appears in Odia prose in a translated docs page. It is a normal rendering control for the script and has no code or instruction context.

  149. 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 Odia translated documentation text containing a ZWNJ.
    Reasoning

    The ZWNJ sits within Odia prose in a contributing section of a translated docs page. It is a legitimate script joiner, consistent with the rest of the translation.

  150. 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 0.93 Odia translated link text containing a ZWNJ.
    Reasoning

    The ZWNJ appears in an Odia link label in a translated docs page. Odia text legitimately uses this joiner, and the snippet shows no hidden or executable content.

  151. 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 0.93 Odia translated heading containing a ZWNJ.
    Reasoning

    The ZWNJ is in an Odia heading ('ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍', 'Installation'). The joiner is needed for correct script rendering in translated docs.

  152. 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 0.93 Odia translated installation prose containing a ZWNJ.
    Reasoning

    The ZWNJ appears in Odia instructional prose about installing packages. It is a legitimate script joiner in a translated docs page.

  153. 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 0.93 Odia translated installation prose containing a ZWNJ.
    Reasoning

    The same Odia installation sentence appears again with a ZWNJ used for correct script rendering. Nothing in the snippet is executable or hidden.

  154. 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 0.93 Odia translated installation prose containing a ZWNJ.
    Reasoning

    The ZWNJ is in the same Odia installation prose, a routine translation artifact of the script. There is no sign of obfuscation.

  155. 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 0.96 Odia-language installation docs with a zero-width non-joiner used in normal Odia spelling.
    Reasoning

    The ZWNJ sits inside Odia words such as ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍, where Odia orthography uses it to control conjunct formation. It is expected in translated Odia prose in a markdown doc, not an injected payload.

  156. 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 0.96 Odia translation sentence with ZWNJ in a word like ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍.
    Reasoning

    The ZWNJ appears within Odia words in ordinary prose around the huggingface_hub installation advice. This matches Odia script usage and carries no code or executable content.

  157. 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 0.96 Odia docs sentence containing a ZWNJ in a translated install word.
    Reasoning

    The ZWNJ is inside the Odia word ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ in a documentation sentence. It is standard Odia orthography and not hidden instructions or obfuscated code.

  158. 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 0.96 Odia markdown link text with ZWNJ in a translated heading anchor.
    Reasoning

    The ZWNJ sits inside an Odia anchor/link label, consistent with Odia spelling in a translated heading link. The surrounding markdown is ordinary documentation.

  159. 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 0.96 Continuation of an Odia markdown anchor link containing ZWNJ.
    Reasoning

    Same Odia anchor link with a ZWNJ in the link target and label. This is a normal part of Odia text rendering and not an attack.

  160. 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 0.96 Odia heading with a ZWNJ for optional dependencies installation.
    Reasoning

    The ZWNJ is inside an Odia heading word, consistent with correct Odia orthography in a translated doc.

  161. 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 0.96 Odia prose sentence with ZWNJ about unavailable optional features.
    Reasoning

    The ZWNJ appears in an Odia explanatory sentence about optional features. It is expected orthography and not a concealed instruction.

  162. 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 0.96 Odia sentence before a bash install block, with ZWNJ in the text.
    Reasoning

    The ZWNJ is inside Odia text introducing pip-based optional dependency installs. The surrounding code fence is an ordinary install command block.

  163. 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 Odia bullet describing fastai/torch dependencies with ZWNJ.
    Reasoning

    The ZWNJ is within Odia descriptive text about framework-specific dependencies. Normal Odia spelling, with no executable or hidden content.

  164. 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 Odia bullet where the Latin 'lib' is followed directly by the Odia locative suffix ରେ.
    Reasoning

    The token libରେ joins the Latin word 'lib' with the Odia postposition ରେ, which is what happens when translators place Odia suffixes after English code names. It is a cosmetic script mix in prose, not an identifier used in code.

  165. 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 0.96 Odia heading for installing from source with a ZWNJ.
    Reasoning

    The ZWNJ is inside Odia heading text for source installation, consistent with correct Odia orthography in translated docs.

  166. 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 0.96 Odia sentence on source installation with ZWNJ.
    Reasoning

    The ZWNJ appears in an Odia sentence about installing from source, the same text as earlier lines. It is standard Odia spelling in documentation.

  167. 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 0.96 Odia release-note sentence with ZWNJ in a word.
    Reasoning

    The ZWNJ is inside Odia prose about bug-fix releases not yet published. It is normal Odia text and contains no instructions or code.

  168. 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 0.93 A ZWNJ character inside Odia prose in a translated markdown installation guide.
    Reasoning

    U+200C ZWNJ appears inside Odia words in a translated installation guide. Odia orthography uses ZWNJ legitimately to control conjunct and vowel rendering, and the same pattern recurs throughout the prose and anchor text. This is a raw-pass unicode flag on a documentation file with no code or execution context.

  169. 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 0.93 A ZWNJ used in Odia word spelling in documentation prose.
    Reasoning

    ZWNJ within Odia words such as ବ୍ରାଞ୍ଚ୍⟨U+200C⟩ and ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍ is standard Odia typesetting. The file is a documentation translation, and the flag comes from a raw byte-level pass.

  170. 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 0.93 A second ZWNJ inside Odia prose in the same translated installation paragraph.
    Reasoning

    Same Odia orthographic ZWNJ usage in a translated doc sentence about installing from source and specifying a branch. No hidden instruction or code is involved.

  171. 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 0.93 ZWNJ inside Odia text describing testing of unmerged features, before a bash code block.
    Reasoning

    ZWNJ appears in Odia words inside a sentence describing testing unmerged features. This is normal Odia script usage in a markdown translation, and the code fence after it is ordinary bash.

  172. 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 0.92 A ZWNJ within an Odia markdown in-page anchor link.
    Reasoning

    ZWNJ inside the Odia anchor link text and target of a markdown heading link. Legitimate Odia orthography, and the link target is a normal in-page anchor.

  173. 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 0.92 A second ZWNJ in the same Odia markdown anchor link.
    Reasoning

    Repeats the Odia ZWNJ usage in the same anchor link. Consistent with legitimate translated-heading anchors.

  174. 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 0.93 A ZWNJ within an Odia markdown section heading.
    Reasoning

    ZWNJ in an Odia heading ('editable installation') in a translated doc. Standard Odia spelling, no executable or hidden content.

  175. 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 0.93 A ZWNJ in Odia text introducing a link to pip editable installs.
    Reasoning

    Odia prose with ZWNJ followed by a normal pip documentation link. The character is orthographic, and the link points to the official pip docs.

  176. 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 0.93 A second ZWNJ in the same Odia sentence referencing pip editable installs.
    Reasoning

    Same Odia sentence with the same ZWNJ usage and official pip link. No evidence of obfuscation.

  177. 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 0.92 A ZWNJ inside Odia prose describing an advanced installation method.
    Reasoning

    ZWNJ in Odia prose about installation methods and testing code changes. Legitimate orthography in a translated documentation file.

  178. 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 0.92 A later ZWNJ in the same Odia paragraph about an advanced installation method.
    Reasoning

    Further Odia ZWNJ usage in the same paragraph. Consistent with normal translated documentation.

  179. 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 0.92 A ZWNJ within an Odia sentence about cloning huggingface_hub locally.
    Reasoning

    ZWNJ in an Odia instruction to clone a local copy of huggingface_hub, followed by a normal bash block. Orthographic usage with no hidden payload.

  180. 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 0.92 A ZWNJ in Odia prose explaining how cloned commands link to the Python library path.
    Reasoning

    ZWNJ in Odia text explaining that the commands link the cloned folder to the Python library path. This is a documentation sentence using standard Odia orthography, not code or an instruction to an AI.

  181. 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 0.97 Odia translation text containing ZWNJ characters in a markdown installation guide.
    Reasoning

    U+200C in Odia text is a legitimate orthographic character (ZWNJ used for conjunct formation in Odia/Indic scripts). The file is a translated Hugging Face installation doc; no code execution or hidden instruction.

  182. 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 0.97 Odia prose in installation docs with ZWNJ inside words.
    Reasoning

    ZWNJ in Odia prose is standard Indic script typography, not obfuscation, in a documentation file.

  183. 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 0.97 Odia translated documentation line with ZWNJ.
    Reasoning

    Same benign ZWNJ usage in Odia translated documentation text.

  184. 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 0.97 Odia prose sentence with ZWNJ in a documentation file.
    Reasoning

    ZWNJ within Odia words in translated docs; legitimate script rendering.

  185. 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 0.97 Odia section heading about conda installation.
    Reasoning

    ZWNJ in Odia heading text, consistent with normal Odia typography.

  186. 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 0.97 Odia prose mentioning conda-forge channel installation.
    Reasoning

    ZWNJ in Odia prose describing conda-forge; benign translation text.

  187. 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 0.97 Odia link text referencing installation check section.
    Reasoning

    ZWNJ within Odia anchor link text and prose in docs; benign.

  188. 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 0.97 Odia anchor link fragment with ZWNJ.
    Reasoning

    Same benign ZWNJ in Odia link anchor within documentation.

  189. 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 0.97 Odia heading for installation verification.
    Reasoning

    ZWNJ in Odia section heading; normal script usage.

  190. 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 0.97 Odia instructions to run a verification command.
    Reasoning

    ZWNJ in Odia instructional prose preceding a bash block; benign documentation.

  191. 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 0.96 Odia description of a gpt2 model info command output.
    Reasoning

    ZWNJ in Odia prose describing expected output; no hidden content.

  192. 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 0.96 Odia prose introducing an example output block.
    Reasoning

    Same benign Odia prose with ZWNJ preceding a text output block.

  193. 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 0.95 Odia heading 'Windows limitations' with Latin word plus Odia suffix.
    Reasoning

    Identifier-like token 'Windowsର' is Latin 'Windows' followed by Odia genitive postposition 'ର', a natural mixed-script word in translated prose, in a heading.

  194. 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 0.97 ZWNJ characters in an Odia translation of huggingface_hub installation docs.
    Reasoning

    ZWNJ inside Odia (Oriya) text is a normal orthographic feature of Indic scripts, used correctly in words like ଏମ୍⟨U+200C⟩ଏଲ୍ and ସିମ୍⟨U+200C⟩ଲିଙ୍କ୍. This is a translated markdown doc from huggingface_hub, not code. Raw pass has high false-positive rate.

  195. 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 0.97 ZWNJ within Odia words in the same translated documentation paragraph.
    Reasoning

    Same ZWNJ use in Odia prose, grammatically expected in conjuncts and compound words; no code or hidden payload.

  196. 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 0.96 Latin 'Windows' followed by Odia postposition in translated prose.
    Reasoning

    Mixing Latin product name Windows with Odia suffix is normal in multilingual prose; it is not an identifier in code and has no spoofing effect.

  197. 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 0.97 ZWNJ in Odia translated doc bullet about cache and symlinks.
    Reasoning

    ZWNJ used as normal Odia orthography within a translated markdown documentation bullet.

  198. 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 0.97 ZWNJ in Odia translated doc bullet about cache and symlinks.
    Reasoning

    Standard ZWNJ orthographic use in Odia prose, no code context.

  199. 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 0.97 ZWNJ in Odia translated doc bullet about cache and symlinks.
    Reasoning

    Standard ZWNJ orthographic use in Odia prose, no code context.

  200. 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 0.96 Mixed Latin/Odia token 'Windowsରେ' in translated installation instructions.
    Reasoning

    Latin 'Windows' attached to Odia text in prose; a natural result of translation, not an identifier or obfuscation.

  201. 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 0.97 ZWNJ in Odia translated Windows symlink instructions.
    Reasoning

    ZWNJ within Odia prose in a documentation paragraph about enabling symlinks on Windows; no code.

  202. 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 0.97 ZWNJ in Odia translated note on file path special characters.
    Reasoning

    ZWNJ as ordinary Odia orthography in a documentation bullet about file path characters.

  203. 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 0.97 ZWNJ in Odia translated note on file path special characters.
    Reasoning

    ZWNJ as ordinary Odia orthography in the same documentation bullet.

  204. 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 in Odia translated note on file path special characters.
    Reasoning

    ZWNJ as ordinary Odia orthography in the same documentation bullet.

  205. 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 in Odia translated note on Windows filename restrictions.
    Reasoning

    ZWNJ in Odia prose describing Windows filename restrictions; ordinary translation orthography in markdown docs.

  206. 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 Odia prose in a Hugging Face Hub translated installation guide, with 'Windows' followed by an Odia suffix.
    Reasoning

    The raw-pass finding flags a Latin token 'Windows' directly followed by Odia script ('Windowsରେ'). This is ordinary Odia translation text where the English product name takes a native locative suffix. It is a documentation string, not an identifier used in code, so the mixed-script signal is a false positive.

  207. 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 0.94 A ZWNJ inside Odia prose in a translated markdown documentation file.
    Reasoning

    A zero-width non-joiner (U+200C) in Odia text is a required orthographic feature for correctly rendering conjuncts and suffixes. It appears in a markdown translation of the huggingface_hub docs, with no code execution or hidden-content role.

  208. 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 0.94 A ZWNJ in Odia prose within the translated installation guide.
    Reasoning

    Same as the other ZWNJ hits: standard Odia orthography in translated documentation prose, consistent with legitimate Unicode text shaping rather than concealment.

  209. 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 0.94 A ZWNJ within Odia link text in translated markdown docs.
    Reasoning

    The ZWNJ sits inside Odia link text in a markdown documentation file. Odia uses ZWNJ for conjunct and suffix rendering, so this is normal text, not hidden payload.

  210. 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 0.94 A ZWNJ in Odia link text in the translated installation guide.
    Reasoning

    The ZWNJ appears in Odia prose inside a link label, which matches standard Odia orthography in this translated documentation.

  211. 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 0.94 A ZWNJ inside Odia descriptive text in the translated quick-start guide.
    Reasoning

    A ZWNJ within Odia prose in a translated quick-start document. This is expected orthography for Odia, and the surrounding text is ordinary documentation.

  212. 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 0.94 A ZWNJ in Odia prose in the translated quick-start guide.
    Reasoning

    Standard Odia orthographic ZWNJ in translated documentation prose. The snippet shows no code, encoded data, or instruction hidden from readers.

  213. 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 0.94 A ZWNJ within an Odia markdown section heading in the quick-start guide.
    Reasoning

    The ZWNJ is in an Odia section heading ('ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍'), where it is the normal way to write the transliterated word 'installation'. It is ordinary documentation text.

  214. 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 0.94 A ZWNJ in Odia instructional text before a shell code fence in the quick-start guide.
    Reasoning

    The ZWNJ appears in Odia instructional prose preceding a bash code block. The character is part of normal Odia spelling and does not alter the executed command.

  215. 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 0.94 A ZWNJ in Odia link text and prose in the quick-start guide.
    Reasoning

    The ZWNJ is inside Odia prose and a link label ('ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍' as a relative link text). This is standard Odia spelling in translated documentation.

  216. 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 0.94 A ZWNJ in Odia section text in the translated quick-start guide.
    Reasoning

    The ZWNJ is in Odia section and prose text in translated docs, consistent with normal orthography. Nothing is hidden or executed.

  217. 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 0.94 A ZWNJ in an Odia section heading in the quick-start guide.
    Reasoning

    A ZWNJ in an Odia markdown section heading ('ଫାଇଲ୍⟨U+200C⟩ଗୁଡ଼ିକ ଡାଉନଲୋଡ୍ କରନ୍ତୁ'). This is ordinary Odia orthography in translated documentation.

  218. 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 0.94 A ZWNJ in Odia prose describing Hub repositories in the quick-start guide.
    Reasoning

    The ZWNJ occurs in Odia prose describing git-versioned repositories. It is standard Odia spelling in a translated documentation file, with no sign of concealment.

  219. 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।
    dismissed LLM, confidence 0.95 A ZWNJ character appears inside a translated Odia sentence in the Hugging Face quick-start docs.
    Reasoning

    The raw pass flags a ZWNJ inside Odia (Oriya) prose in a Hugging Face documentation file. ZWNJ is a normal orthographic control character in Odia and other Indic scripts, used to block unwanted conjunct formation. The surrounding text is an ordinary translated documentation sentence with no code or execution context.

  220. info warn → info by review 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,
    dismissed LLM, confidence 0.95 A ZWNJ character appears within an Odia word in the translated quick-start docs.
    Reasoning

    The raw pass flags a ZWNJ in an Odia word inside a markdown doc. This is standard Odia orthography in translated prose, not hidden content or a steering payload.

  221. info warn → info by review 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।
    dismissed LLM, confidence 0.95 A ZWNJ character appears in an Odia paragraph about repository IDs and filenames in the docs.
    Reasoning

    The same ZWNJ-in-Odia-prose pattern recurs in a legitimate translated documentation paragraph. It is a linguistic rendering feature with no malicious or hidden-text character.

  222. info warn → info by review 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।
    dismissed LLM, confidence 0.95 A second ZWNJ on the same Odia documentation line, in ordinary prose about downloads.
    Reasoning

    A second ZWNJ on the same Odia documentation line is consistent with normal Odia orthography. The line is ordinary prose describing file download parameters.

  223. info warn → info by review 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
    dismissed LLM, confidence 0.95 A ZWNJ in an Odia sentence introducing a Pegasus config download example in the docs.
    Reasoning

    The ZWNJ sits inside an Odia sentence that links to a Pegasus model page and introduces a code block. The character is orthographic and the surrounding content is benign documentation.

  224. info warn → info by review 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)
    dismissed LLM, confidence 0.95 A ZWNJ in an Odia paragraph about specifying file revisions in the docs.
    Reasoning

    The ZWNJ appears in an Odia paragraph about specifying file revisions. This is standard Odia text in translated documentation with no hidden instruction or code execution.

  225. info warn → info by review 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:
    dismissed LLM, confidence 0.95 A ZWNJ in an Odia sentence about Hugging Face account authentication in the docs.
    Reasoning

    The ZWNJ is inside a translated Odia sentence about authentication with a Hugging Face account. It is normal orthography, and the sentence is ordinary documentation.

  226. info warn → info by review 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,...
    dismissed LLM, confidence 0.95 A ZWNJ in an Odia list of repository actions in the docs.
    Reasoning

    The ZWNJ appears in an Odia list of repository actions. This is linguistic rendering in benign translated documentation.

  227. info warn → info by review 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/tokensରୁ [User Access Token](http
    dismissed LLM, confidence 0.95 A ZWNJ in an Odia sentence linking to Hugging Face signup and token settings.
    Reasoning

    The line is Odia prose with links to Hugging Face signup and token pages. The ZWNJ is orthographic, and the links are ordinary documentation references.

  228. info warn → info by review 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/tokensରୁ [User Access Token]https://huggingface.co/docs/hub/security-tokens ପାଇବା 
    dismissed LLM, confidence 0.95 Another ZWNJ on the Odia line about obtaining a user access token.
    Reasoning

    The same line contains further ZWNJ characters in Odia text next to standard documentation links. Nothing indicates concealment or malicious intent.

  229. info warn → info by review 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।
    dismissed LLM, confidence 0.95 A ZWNJ in an Odia sentence explaining User Access Token authentication.
    Reasoning

    The ZWNJ is in an Odia sentence about using a User Access Token for authentication. This is ordinary translated documentation with normal Indic-script orthography.

  230. info warn → info by review 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)
    dismissed LLM, confidence 0.95 A ZWNJ in an Odia blockquote explaining token read and write permissions.
    Reasoning

    The ZWNJ is in an Odia blockquote about token read and write permissions. It is normal orthography in benign documentation, with no hidden content.

  231. info warn → info by review 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।
    dismissed LLM, confidence 0.90 A zero-width non-joiner inside Odia-language documentation prose.
    Reasoning

    U+200C is used in Odia text as a standard joiner/non-joiner for conjunct and vowel-sign rendering. It appears inside ordinary Odia prose in a docs file, and the raw pass has a high false-positive rate for this pattern.

  232. info warn → info by review 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।
    dismissed LLM, confidence 0.90 A zero-width non-joiner inside Odia-language documentation prose.
    Reasoning

    The ZWNJ sits within Odia words in normal documentation text, consistent with correct Odia orthography. No hidden instruction or payload is present.

  233. info warn → info by review 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।
    dismissed LLM, confidence 0.90 A zero-width non-joiner inside Odia-language documentation prose.
    Reasoning

    The ZWNJ is part of normal Odia word forming in a documentation sentence. It carries no hidden content.

  234. info warn → info by review 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
    dismissed LLM, confidence 0.90 A zero-width non-joiner in an Odia sentence that introduces a bash login command.
    Reasoning

    The ZWNJ appears in an Odia sentence introducing the login command. This is standard script usage and not an obfuscation technique.

  235. info warn → info by review 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)
    dismissed LLM, confidence 0.90 A zero-width non-joiner inside Odia documentation text about login and token behaviour.
    Reasoning

    The ZWNJ is embedded in Odia words in a documentation paragraph describing token storage. The surrounding text is ordinary explanatory prose.

  236. info warn → info by review 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।
    dismissed LLM, confidence 0.90 A zero-width non-joiner inside Odia documentation text about token storage.
    Reasoning

    The ZWNJ is standard Odia orthography in a documentation sentence. The sentence describes saving the token and has no hidden directives.

  237. 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
  238. 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
  239. 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
  240. 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
  241. 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 0.85 A repository maintenance script that spawns a located ruff binary to fix a file.
    Reasoning

    The script runs a ruff binary located by find_ruff_bin() with a fixed argument list to auto-fix a file. This is a developer repository utility, and the spawned tool is the expected linter. The non-literal path is a routine way to locate a tool.

  242. 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 0.85 A repository utility that runs ruff check and format on a source file.
    Reasoning

    The script spawns ruff check and ruff format on a repository file via a binary path from find_ruff_bin(). This is ordinary lint and format tooling in a utils directory with no network or hidden behaviour.

  243. 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 0.85 A repository utility that runs ruff format on a source file.
    Reasoning

    This is the second ruff format invocation in the same benign linting helper. Its arguments are fixed and the target is a repository file.

  244. 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
  245. 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)"
    }
  246. 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
  247. 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
    }
  248. 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 0.75 An installer that runs the freshly installed hf CLI to add a skill.
    Reasoning

    The installer runs the hf binary it has just placed in BIN_DIR to add a skill. Executing the program it installed is expected behaviour. The BIN_DIR variable is set from a path-resolution command, which is a common installer pattern rather than an obfuscated dropper.

  249. 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 0.75 An installer that runs hf version to verify the CLI it just installed.
    Reasoning

    The installer tests the hf binary it installed in BIN_DIR using the version command. This is a standard post-install check and does not fetch or run remote code.

  250. 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 0.75 An installer that prints the installed hf CLI version.
    Reasoning

    The script captures the output of the installed hf version command to display the current version. This is a benign status display in an installer. The variable-command pattern reflects installation location, not a hidden payload.

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 4.1.0
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 .