Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.83 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.73 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Academic Tools
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 No human rights theme
openai/gpt-oss-120b:free lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder:free lite ND ND — — — —
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite
Preamble ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND
ND Show HN: Reformat Word document citations (APA/Vancouver) in <1 second (github.com)
4 points by brodie-neuro 2 days ago | 1 comments on HN ~lite vlite-2.0
Summary ~lite
GitHub repository for ScholarRef, a tool for converting academic citations and document formatting.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 155 HN snapshots · 13 evals
+1 0 −1 HN
Audit Trail 33 entries
2026-03-06 05:00 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 05:00 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-06 04:54 eval_success PSQ evaluated: g-PSQ=0.464 (3 dims) - -
2026-03-06 04:54 eval Evaluated by llama-3.3-70b-wai-psq: +0.46 (Moderate positive)
2026-03-05 22:13 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 22:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub repository page for a tool converting academic citations in Word documents
2026-03-05 22:13 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 22:08 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 22:08 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 22:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub repository page for a tool converting academic citations in Word documents
2026-03-05 22:03 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 22:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub repository page for a tool converting academic citations in Word documents
2026-03-05 22:03 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 21:58 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 21:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub repository page for a tool converting academic citations in Word documents
2026-03-05 21:58 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 21:53 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 21:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub repository page for a tool converting academic citations in Word documents
2026-03-05 21:53 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 21:47 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 21:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub repository page for a tool converting academic citations in Word documents
2026-03-05 21:47 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 21:42 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 21:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub repository page for a tool converting academic citations in Word documents
2026-03-05 21:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 21:38 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 21:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub repository page for a tool converting academic citations in Word documents
2026-03-05 21:38 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 21:32 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 21:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
GitHub repository page for a tool converting academic citations in Word documents
2026-03-05 21:32 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 21:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
GitHub repository page for a tool converting academic citations in Word documents
2026-03-05 21:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, no rights discussion