PyPI / huggingface-hub / 2.3.0rc0

huggingface-hub 2.3.0rc0

Source
https://github.com/huggingface/huggingface_hub
Tag scanned
v2.3.0.rc0
Compared with
v2.2.0 (0 signals introduced since)
Files
471 scanned, 6 skipped (binary, oversized, or unrecognised)
Signals
0 critical · 123 warn · 127 info
Scan time
77.3 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 13:15

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 0.80 README documents installing the hf CLI via curl piped to bash from hf.co.
    Reasoning

    Official Hugging Face CLI install instruction piped from the project's own domain. Pipe-to-shell is a known supply-chain risk pattern, but in documentation for a legitimate project it is the expected install method.

  125. info critical → info by review path-command-shadow docs/source/en/guides/buckets.md:727:1

    [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 Documentation shows a 'cat' command on a console line; the flag comes from misparsing the '>>>' prompt as a redirect.
    Reasoning

    The '>>> cat sync-plan.jsonl' line is a doc console prompt showing a read command. The parser misread the '>>>' prompt as a redirect, so the PATH-shadow claim is false.

  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 0.80 CLI guide shows the curl-to-bash installer for the hf CLI.
    Reasoning

    Same official hf.co installer piped to bash, shown as a console example in documentation. Common but still a pipe-to-shell pattern from a legitimate vendor.

  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 The curl installer line in a docs console example was misread as a redirect to a file named curl.
    Reasoning

    The flagged 'redirect' is the '>>>' console prompt parsed as a redirect to curl. No file is written, so the PATH-hijack claim does not hold.

  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 0.80 CLI guide shows the hf installer piped to bash with an option.
    Reasoning

    Same official installer with a '-s --' argument passing an option. Legitimate documentation of an install command.

  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 Parser artifact: the '>>>' prompt on the curl installer line was flagged as a redirect to curl.
    Reasoning

    The '>>>' console prompt was parsed as a redirect. No actual file write is present.

  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 Documentation shows 'pip install -U huggingface_hub'.
    Reasoning

    A standard pip install command shown in a console block. The '>>>' prompt caused a false redirect detection.

  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 Documentation shows 'brew install hf'.
    Reasoning

    Standard Homebrew install command in documentation. The redirect flag is a parser artifact of the '>>>' prompt.

  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 0.90 A quoted httpx timeout exception message in a backtick span was misread as a shell command.
    Reasoning

    The snippet is an error message from an httpx exception rendered in backticks, not executable shell. The variable command name is a misparse of Python exception text.

  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 Documentation shows installing duckdb via pip.
    Reasoning

    Plain 'pip install duckdb' in documentation after a comment. The redirect detection comes from the '>>>' prompt.

  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 Documentation shows installing duckdb via Homebrew.
    Reasoning

    Standard 'brew install duckdb' doc example. The flag is a '>>>' prompt parser artifact.

  135. info critical → info by review path-command-shadow docs/source/en/guides/cli.md:2177:24

    [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 Documentation shows the hf jobs ssh subcommand with a job ID placeholder.
    Reasoning

    'hf jobs ssh <job_id>' is a documented CLI subcommand with a placeholder. The redirect flag is a '>>>' prompt 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 0.80 Installation guide shows the curl-to-bash hf CLI installer.
    Reasoning

    Same official hf.co installer piped to bash, in the installation guide. Common vendor install pattern.

  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 Hindi documentation contains a stray zero-width space inside prose.
    Reasoning

    A zero-width space within Hindi prose, probably from copy-pasted or translated text. Such characters are common in localized docs and do not hide executable content here.

  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 Second zero-width space in the same Hindi documentation paragraph.
    Reasoning

    Another zero-width space in the same Hindi paragraph, consistent with copy-paste artifacts in translation rather than deliberate concealment.

  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 0.80 Korean CLI guide shows the uv install script piped to sh.
    Reasoning

    Documented uv installer piped to sh from astral.sh, a well-known project's official install method. Pipe-to-shell pattern but legitimate.

  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 0.90 Docs example of the uv installer curl-pipe-sh command.
    Reasoning

    This is a documentation example in a markdown code block showing the standard uv install one-liner. The path-command-shadow signal comes from a misparse of the pipe into sh as a redirect to a file named curl. It is not a PATH hijack setup.

  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 of a Homebrew install command.
    Reasoning

    This is a documentation example showing `brew install hf` in a markdown code block. The redirect-to-brew signal is a parser artifact, not evidence of a planted executable.

  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"
    dismissed LLM, confidence 0.95 Odia translated section title in a docs table of contents.
    Reasoning

    U+200C in an Odia title is a standard orthographic joiner used in Odia script. It is expected in translated documentation and carries no hidden payload.

  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)
    dismissed LLM, confidence 0.95 Odia translated prose in a docs index page.
    Reasoning

    The ZWNJ sits inside Odia conjunct text where Odia orthography uses it. This is a legitimate translation artifact, not obfuscation.

  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)
    dismissed LLM, confidence 0.95 Odia translated prose in a docs index page.
    Reasoning

    The ZWNJ appears within Odia words, consistent with normal Odia orthography. The surrounding text is ordinary documentation prose.

  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)
    dismissed LLM, confidence 0.95 Odia translated prose in a docs index page.
    Reasoning

    The ZWNJ appears within Odia words, consistent with normal Odia orthography. The surrounding text is ordinary documentation prose.

  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
    dismissed LLM, confidence 0.95 Odia translated prose in a docs index page.
    Reasoning

    The ZWNJ appears within Odia words, consistent with normal Odia orthography. The surrounding text is ordinary documentation prose.

  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)
    dismissed LLM, confidence 0.95 Odia translated prose in a docs index page.
    Reasoning

    The ZWNJ appears within Odia words, consistent with normal Odia orthography. The surrounding text is ordinary documentation prose.

  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।
    dismissed LLM, confidence 0.95 Odia translated prose in a docs index page.
    Reasoning

    The ZWNJ appears within an Odia phrase where it is orthographically expected. The text is ordinary documentation.

  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
    dismissed LLM, confidence 0.95 Odia translated installation heading.
    Reasoning

    The ZWNJ occurs in an Odia heading, the normal orthography for that word. It is a translation artifact, not a steganographic channel.

  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।
    dismissed LLM, confidence 0.95 Odia translated installation instructions.
    Reasoning

    The ZWNJ appears in Odia package-related prose where orthography calls for it. No executable or hidden content is involved.

  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।
    dismissed LLM, confidence 0.95 Odia translated installation instructions.
    Reasoning

    The ZWNJ appears in Odia installation prose where orthography calls for it. No executable or hidden content is involved.

  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।
    dismissed LLM, confidence 0.95 Odia translated installation instructions.
    Reasoning

    The ZWNJ appears in Odia installation prose where orthography calls for it. No executable or hidden content is involved.

  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 0.97 Zero-width non-joiner used in Odia-language installation documentation.
    Reasoning

    The ZWNJ sits inside Odia prose ('ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍') in a markdown install guide. Odia orthography uses ZWNJ to join conjuncts and consonant clusters, so this is normal typography, not hidden content.

  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 0.97 ZWNJ in translated Odia text of a Hugging Face install guide.
    Reasoning

    ZWNJ appears within Odia words like 'ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍' in ordinary translated prose around a link. This is standard Odia script rendering and carries no executable or hidden payload.

  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 0.97 ZWNJ within Odia prose before a bash code block in docs.
    Reasoning

    The ZWNJ is inside the Odia word 'ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍' in a sentence preceding a code block. It is required orthography for Odia conjuncts and the surrounding text is documentation.

  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 0.97 ZWNJ inside an Odia markdown link anchor for installation verification.
    Reasoning

    The ZWNJ is inside an Odia anchor/link text and heading slug ('ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍'). This is a natural consequence of Odia script in a translated markdown anchor, not obfuscation.

  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 0.97 ZWNJ in an Odia markdown anchor link referencing an installation check section.
    Reasoning

    Same Odia anchor text as the adjacent finding, with ZWNJ used for correct conjunct formation in a translated heading link.

  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 0.97 ZWNJ in an Odia heading about optional dependencies.
    Reasoning

    ZWNJ is embedded in the Odia heading 'ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍' in translated documentation. It is expected Odia typography for this word.

  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 0.97 ZWNJ in Odia prose about optional dependency features.
    Reasoning

    ZWNJ appears in the Odia word 'ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍' in a prose sentence about missing optional dependencies. Ordinary translated documentation text.

  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 0.97 ZWNJ in Odia prose introducing optional pip installs.
    Reasoning

    ZWNJ is within the Odia word 'ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍' in an introductory sentence before a pip code block. Standard Odia orthography in documentation.

  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 0.96 ZWNJ in Odia bullet text describing framework-specific dependencies.
    Reasoning

    The ZWNJ is inside the Odia phrase 'ଫ୍ରେମ୍⟨U+200C⟩ୱର୍କ-ନିର୍ଦ୍ଦିଷ୍ଟ' describing framework-specific dependencies. This is legitimate script usage in a documentation bullet list.

  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 0.85 Latin 'lib' attached to an Odia postposition in translated documentation prose.
    Reasoning

    The token 'libରେ' is a Latin word 'lib' followed by the Odia locative postposition 'ରେ' with no space, which is common in mixed-script translated prose. It sits in running text, not code, and the mixed-script signal here is a prose artifact rather than an identifier-spoofing attempt.

  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 0.97 ZWNJ in Odia heading about installing from source.
    Reasoning

    ZWNJ is embedded in the Odia heading 'ସୋର୍ସରୁ ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍' in translated documentation. Correct Odia rendering, no hidden instruction or code.

  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 0.97 ZWNJ in Odia prose explaining source installation.
    Reasoning

    The ZWNJ sits in the Odia word 'ଇନ୍⟨U+200C⟩ଷ୍ଟଲ୍' in a repeated explanatory sentence about source installs. Normal script usage 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 ZWNJ in Odia prose about bug fixes awaiting a release.
    Reasoning

    ZWNJ is used within the Odia word 'ବଗ୍⟨U+200C⟩କୁ' and related conjuncts in a release-notes style sentence. This is ordinary Odia orthography in documentation prose.

  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 zero-width non-joiner inside Odia prose in the installation docs.
    Reasoning

    A ZWNJ inside Odia words in a Markdown documentation file is standard orthography for Odia script, where it marks conjunct and vowel-sign boundaries. The raw-pass unicode rule is flagging a legitimate linguistic character, not hidden content.

  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 zero-width non-joiner within Odia documentation prose.
    Reasoning

    The ZWNJ sits within an Odia word in ordinary translated documentation text. This is expected Odia orthography and carries no executable or hidden payload.

  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 zero-width non-joiner within Odia documentation prose.
    Reasoning

    Same pattern as the other hits in this file: a ZWNJ used in Odia spelling within a documentation sentence about installing from source. No concealed instruction or code is present.

  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 A zero-width non-joiner within Odia documentation prose.
    Reasoning

    The ZWNJ appears inside an Odia word in a sentence about testing unmerged features. It is legitimate script usage in a Markdown doc.

  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 0.93 A zero-width non-joiner in an Odia Markdown link label and anchor.
    Reasoning

    The ZWNJ is inside an Odia link anchor and text. Odia orthography requires it there, and the surrounding text is an ordinary documentation link.

  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 0.93 A zero-width non-joiner in an Odia Markdown link anchor.
    Reasoning

    This is the same Odia link anchor pattern as the preceding hit, with the ZWNJ used as normal orthography inside a documentation link.

  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 zero-width non-joiner in an Odia Markdown heading.
    Reasoning

    A ZWNJ within an Odia heading in translated documentation. This is correct Odia spelling and not a concealment technique.

  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 zero-width non-joiner in Odia text that surrounds a pip documentation link.
    Reasoning

    The ZWNJ is inside Odia prose around a legitimate editable-install link to pip documentation. It is orthographic, not a hidden payload.

  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 zero-width non-joiner in Odia text around a pip documentation link.
    Reasoning

    Same editable-install sentence in Odia with a ZWNJ used in normal spelling, pointing to public pip documentation. Benign.

  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 0.93 A zero-width non-joiner within Odia documentation prose.
    Reasoning

    The ZWNJ is part of Odia words in a sentence about a more advanced installation method. The surrounding text is plain documentation prose.

  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 0.93 A zero-width non-joiner within Odia documentation prose.
    Reasoning

    Another ZWNJ used in Odia spelling within the same documentation paragraph. No hidden instructions or executable content.

  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 0.93 A zero-width non-joiner in Odia prose preceding an ordinary bash install example.
    Reasoning

    The ZWNJ appears in Odia prose before a bash code fence that clones huggingface_hub. The character is orthographic; the code block itself is ordinary installation guidance.

  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 0.93 A zero-width non-joiner in Odia prose about linking a cloned repo to the Python path.
    Reasoning

    The ZWNJ is inside Odia prose explaining how linked folders connect to the Python library path. It is legitimate script usage with no concealed content.

  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-language installation documentation containing ZWNJ characters required by the script.
    Reasoning

    U+200C ZWNJ in Odia text is a normal orthographic feature of the script used in word joining; the file is a translated Markdown doc with no code execution context.

  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 appears within Odia words in prose, a legitimate script feature in a translated Markdown doc.

  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 prose in installation docs with ZWNJ inside words.
    Reasoning

    Same pattern: ZWNJ within Odia orthography in documentation prose.

  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 documentation sentence with ZWNJ characters.
    Reasoning

    ZWNJ inside Odia words in a documentation sentence; no hidden instructions or code.

  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 heading for conda installation section.
    Reasoning

    Heading in Odia using ZWNJ as normal script orthography.

  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 introducing conda-forge installation.
    Reasoning

    ZWNJ within Odia prose preceding a legitimate conda install code block.

  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 cross-reference link to installation check section.
    Reasoning

    ZWNJ in Odia anchor/link text, matching the heading slug; legitimate localization.

  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 cross-reference link to installation check section.
    Reasoning

    Same Odia link text with ZWNJ in a documentation cross-reference.

  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 check section.
    Reasoning

    Odia heading using ZWNJ as normal orthography.

  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 text instructing users to verify installation.
    Reasoning

    Odia instructional prose with ZWNJ before a benign verification command.

  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 0.97 Odia description of expected command output.
    Reasoning

    Odia prose describing the output of a benign hub info command; ZWNJ is script-native.

  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 0.97 Odia description of expected output in documentation.
    Reasoning

    Same benign Odia prose 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 0.96 Odia heading for Windows limitations section.
    Reasoning

    Odia heading 'Windowsର' attaches a Odia genitive suffix to a Latin word; mixed-script is a natural consequence of translation, not obfuscation.

  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 character within Odia-language installation documentation.
    Reasoning

    ZWNJ inside Odia (Oriya) text is a normal orthographic feature of the script, used for conjuncts and word-internal joins; this is a translated Hugging Face docs page in markdown, with no executable context.

  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 prose in a translated docs page.
    Reasoning

    Same as the other ZWNJ hits: legitimate Odia orthography in translated prose, not a 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 0.95 Word 'Windowsରେ' combines Latin product name with Odia locative suffix.
    Reasoning

    Mixing Latin 'Windows' with Odia-script suffix in a prose word is a natural result of Odia grammatical suffixing on a Latin product name; it appears in documentation text, not an identifier in code.

  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 within Odia sentence about cache and symlinks.
    Reasoning

    ZWNJ used in Odia word forms in documentation prose; consistent with legitimate script orthography.

  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 within Odia sentence in translated docs.
    Reasoning

    Same ZWNJ orthographic pattern in translated Odia documentation prose.

  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 within Odia sentence in translated docs.
    Reasoning

    Same ZWNJ orthographic pattern in translated Odia documentation prose.

  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 0.95 Mixed-script word 'Windowsରେ' in Windows setup instructions.
    Reasoning

    Latin product name with Odia suffix in prose on enabling symlinks on Windows; ordinary translation text.

  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 within Odia Windows setup instructions.
    Reasoning

    ZWNJ within Odia prose on Windows developer mode instructions; legitimate script orthography.

  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 sentence about Hub file paths.
    Reasoning

    ZWNJ in Odia prose about file path characters; normal orthography in a markdown documentation file.

  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 sentence about Hub file paths.
    Reasoning

    ZWNJ in Odia documentation prose; consistent with legitimate script usage.

  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 sentence about Hub file paths.
    Reasoning

    ZWNJ in Odia documentation prose; consistent with legitimate script usage.

  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 sentence about Windows filename limitations.
    Reasoning

    ZWNJ in Odia prose about Windows filename restrictions; normal translated documentation text.

  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 documentation sentence where the Latin word Windows takes an Odia suffix.
    Reasoning

    The flagged identifier is the Latin word Windows followed by the Odia locative postposition ରେ in ordinary Odia prose. This is normal mixed-script text in a translated Markdown document, not an identifier or obfuscation.

  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 0.93 Odia prose containing a ZWNJ used for correct text shaping.
    Reasoning

    U+200C is a zero-width non-joiner, which Odia orthography uses routinely to control conjunct and half-form rendering. It appears in normal prose in a translated docs page with no hidden payload.

  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 0.93 Odia sentence with a ZWNJ inside a word, part of standard script rendering.
    Reasoning

    Same ZWNJ use in Odia orthography in a translated installation guide. The character sits inside ordinary words and carries no instruction or code.

  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 0.93 Odia Markdown link text containing a ZWNJ.
    Reasoning

    The ZWNJ falls inside Odia link text in a Markdown documentation page, consistent with script shaping. No hidden content or executable pattern is present.

  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 0.93 Odia link text in documentation with a ZWNJ.
    Reasoning

    The ZWNJ appears within Odia link text in a translated docs file. It is standard orthographic use in a documentation translation.

  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 0.93 Odia quick-start prose with ZWNJ characters.
    Reasoning

    A ZWNJ within Odia prose in the translated quick-start guide. This is expected in Odia text and shows no concealment or code.

  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 0.93 Odia prose with a ZWNJ inside a word.
    Reasoning

    Odia prose with a ZWNJ inside a word, typical of Odia script rendering in translated docs.

  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 0.93 Odia section heading containing a ZWNJ.
    Reasoning

    The ZWNJ appears in an Odia section heading (ଇନ୍⟨U+200C⟩ଷ୍ଟଲେସନ୍) in a documentation translation. This is standard orthography.

  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 0.93 Odia instruction sentence with a ZWNJ preceding a code block.
    Reasoning

    Odia instruction text with a ZWNJ before a bash code fence. The ZWNJ is part of the natural-language word, not hidden code.

  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 0.93 Odia Markdown link text and heading with a ZWNJ.
    Reasoning

    ZWNJ within Odia link text and headings in a translated guide. Normal script usage with no hidden payload.

  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 0.93 Odia heading text with a ZWNJ.
    Reasoning

    Same pattern as the other ZWNJ hits in this translated doc: standard Odia orthography within prose and headings.

  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 0.93 Odia section heading with a ZWNJ.
    Reasoning

    The ZWNJ sits inside an Odia section heading in a documentation translation. Orthographic use with no concealment.

  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 0.92 Odia sentence about Hub repositories containing a ZWNJ.
    Reasoning

    Odia prose describing Git repositories, with a ZWNJ inside a word. Standard orthography in translated documentation with no code or hidden instruction.

  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 within Odia text in the translated quick-start doc.
    Reasoning

    The flagged character is U+200C ZERO WIDTH NON-JOINER inside Odia (Oriya) prose in a Hugging Face documentation translation. ZWNJ is a standard orthographic character in Indic scripts that controls conjunct formation, so its presence in Odia text is expected. The raw-pass unicode rule is a false positive here.

  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 in Odia prose in the quick-start documentation.
    Reasoning

    The ZWNJ sits between Odia consonant and virama clusters in a sentence about needing a file. This is normal Odia orthography in a markdown documentation file, with no code or execution context.

  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 within an Odia sentence about repository IDs and file names.
    Reasoning

    ZWNJ within Odia words like ଫାଇଲ୍⟨U+200C⟩ର in ordinary documentation prose. This is legitimate script usage and not hidden content.

  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 ZWNJ in an Odia sentence in the documentation.
    Reasoning

    Same pattern as the other findings: a ZWNJ in Odia text, consistent with correct Odia orthography in a translated markdown doc.

  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 Odia prose introducing a code example.
    Reasoning

    The ZWNJ appears in Odia text before a code fence that downloads a model config. The character is part of the Odia word spelling and does not alter executable code.

  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 sentence about the revision argument.
    Reasoning

    ZWNJ within Odia prose describing the revision parameter. This is ordinary script rendering in a documentation file.

  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 Odia prose about Hugging Face account authentication.
    Reasoning

    ZWNJ inside an Odia sentence about authentication in the Hugging Face docs. Standard Odia orthography, not obfuscation.

  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 operations.
    Reasoning

    ZWNJ within Odia text listing repository actions. The character is part of legitimate Odia spelling.

  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 ZWNJs in an Odia sentence with links to account and token pages.
    Reasoning

    Multiple ZWNJs appear within Odia prose around links to Hugging Face pages. The links are ordinary documentation links and the characters are orthographic.

  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 A ZWNJ in an Odia sentence about creating an account and access token.
    Reasoning

    The ZWNJ is inside an Odia word in the same account and token sentence. Consistent with legitimate script use.

  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 about User Access Token authentication.
    Reasoning

    ZWNJ in Odia prose about authenticating with a User Access Token. Legitimate orthography in a documentation translation.

  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 note about token permissions.
    Reasoning

    ZWNJ in an Odia blockquote about token read and write permissions. This is normal script usage in documentation prose.

  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।
    likely benign LLM, confidence 0.95 A ZWNJ inside an Odia heading in translated documentation.
    Reasoning

    U+200C zero-width non-joiner is used in Odia text to separate conjunct forms, such as in ଲଗ୍⟨U+200C⟩ଇନ୍. This is normal orthography for Indic scripts and sits in ordinary documentation prose, not in code.

  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।
    likely benign LLM, confidence 0.95 A ZWNJ within an Odia sentence in translated markdown documentation.
    Reasoning

    The ZWNJ sits inside Odia words (ଟୋକନ୍⟨U+200C⟩କୁ, ମେସିନ୍⟨U+200C⟩ରେ) where it is standard Odia orthographic joining. The file is a translated markdown guide with no hidden instructions or code.

  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।
    likely benign LLM, confidence 0.95 A ZWNJ within an Odia word in translated markdown documentation.
    Reasoning

    Same pattern as the other findings in this file: a ZWNJ inside Odia words, consistent with normal script rendering in a translation.

  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
    likely benign LLM, confidence 0.95 A ZWNJ in an Odia sentence preceding a bash code block.
    Reasoning

    The ZWNJ is inside the Odia phrase ଟର୍ମିନାଲ୍⟨U+200C⟩ରୁ, which is ordinary script joining. The surrounding text is a normal instruction sentence with a code fence, so nothing is concealed.

  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)
    likely benign LLM, confidence 0.95 A ZWNJ within Odia explanatory prose about the login command.
    Reasoning

    The ZWNJ appears in Odia words like ଲଗ୍⟨U+200C⟩ଇନ୍ within visible prose describing the login flow. It is standard script rendering, not a hidden payload.

  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।
    likely benign LLM, confidence 0.95 A ZWNJ within Odia prose about where the token is saved.
    Reasoning

    The ZWNJ is used in Odia words such as ଟୋକନ୍⟨U+200C⟩ଟିକୁ, consistent with orthography. The sentence is ordinary documentation about token storage paths.

  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 0.80 Spawns the ruff linter/fixer binary on a repository file during legacy signature checking.
    Reasoning

    This is a repo maintenance script that runs ruff on a file to fix it. The binary comes from a helper, find_ruff_bin, and the arguments are fixed and benign. The AST pass flags any non-literal spawn path, which is a false positive here.

  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 0.80 Runs ruff check and fix on a file via os.spawnv using a resolved ruff binary.
    Reasoning

    A repo dev utility spawns ruff check --fix on a source file, with the binary resolved by find_ruff_bin. The behavior is a standard lint and format step with no network or obfuscation involved.

  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 0.80 Runs ruff format on a file via os.spawnv using a resolved ruff binary.
    Reasoning

    Same as the adjacent finding: ruff format is invoked on a repo file with a locally resolved ruff binary. This is routine developer tooling.

  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 0.85 Invokes the freshly installed hf binary to add the hf-cli skill during installation.
    Reasoning

    BIN_DIR is the installer's install directory, and the script runs the hf CLI it just installed to add a skill. This is the expected behavior of an installer. The variable-command pattern is ordinary shell and not 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 0.85 Runs the installed hf CLI's version command to verify the installation.
    Reasoning

    The installer tests the hf binary it just placed in BIN_DIR by calling its version subcommand. This is a standard post-install self-check.

  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 0.85 Captures the installed hf CLI version for display in a log message.
    Reasoning

    The script reads the installed hf version for a status message. The command runs from a directory the installer set up, and the output is only displayed, so there is no malicious indicator.

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 v2.3.0.rc0
disclude scan --severity info --diff v2.2.0 .