Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -1.00 Moderate negative 1.00 1.00 AI Technology
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 ND Neutral 0.80 0.00 AI model transparency
@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 — 0.70 — —
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
0.00 Fine-tune your own Llama 2 to replace GPT-3.5/4
955 points by kcorbitt 912 days ago | 181 comments on HN | Moderate negative ~lite vlite-1.6
Summary ~lite AI Technology Neutral
Technical discussion on fine-tuning LLMs, no human rights concerns mentioned
EQ 0.00
SO 0.00
TD 0.00
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 6 evals
+1 0 −1 HN
Audit Trail 16 entries
2026-03-07 21:26 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-07 21:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 21:26 model_divergence Cross-model spread 0.36 exceeds threshold (2 models) - -
2026-03-07 21:26 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Technical discussion on fine-tuning LLMs, no explicit human rights discussion
2026-03-07 21:22 model_divergence Cross-model spread 0.36 exceeds threshold (2 models) - -
2026-03-07 21:22 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-07 21:22 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative)
reasoning
Technical discussion on fine-tuning LLMs, no explicit human rights discussion
2026-03-07 21:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-07 21:14 eval_success Lite evaluated: Neutral (-0.04) - -
2026-03-07 21:14 eval Evaluated by llama-3.3-70b-wai: -0.04 (Neutral)
reasoning
Technical discussion on AI model fine-tuning
2026-03-07 07:42 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-07 07:42 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive) -0.16
2026-03-07 07:37 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-07 07:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-07 07:36 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-07 07:36 eval Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive)