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)