Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 -1.00 Moderate negative 1.00 1.00 None
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 No human rights theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.40 — —
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
ND To the Polypropylene Makers (www.lesswrong.com)
88 points by raldi 2 days ago | 27 comments on HN ~lite vlite-2.0
Summary ~lite
The post is a lighthearted message with a celebratory tone, suggesting a positive and trusting environment.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 282 HN snapshots · 56 evals
+1 0 −1 HN
Audit Trail 76 entries
2026-03-10 04:34 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-10 04:34 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-10 04:26 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-10 04:26 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-10 04:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-09 00:03 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-09 00:03 model_divergence Cross-model spread 0.40 exceeds threshold (2 models) - -
2026-03-09 00:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical settings, no rights discussion
2026-03-09 00:03 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 23:01 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-08 23:01 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 22:58 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-08 22:58 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-08 22:51 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-08 22:51 model_divergence Cross-model spread 0.40 exceeds threshold (2 models) - -
2026-03-08 22:51 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 22:51 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 22:43 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 22:43 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical settings, no rights discussion
2026-03-08 22:43 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-08 21:48 eval_success PSQ evaluated: g-PSQ=-0.040 (3 dims) - -
2026-03-08 21:48 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 21:45 eval_success PSQ evaluated: g-PSQ=0.000 (3 dims) - -
2026-03-08 21:45 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-08 21:30 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-08 21:30 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 21:30 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 21:25 eval_success Lite evaluated: Moderate negative (-0.40) - -
2026-03-08 21:25 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 21:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-08 21:23 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-08 21:23 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical settings, no rights discussion
2026-03-08 20:18 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 20:15 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-08 20:00 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 19:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical settings, no rights discussion
2026-03-08 18:25 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 18:22 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-08 18:18 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-08 17:44 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 17:40 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical settings, no rights discussion
2026-03-08 16:44 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 16:26 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-08 15:26 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 15:21 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 15:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical settings, no rights discussion
2026-03-08 14:18 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 14:08 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-08 14:06 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 14:04 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical settings, no rights discussion
2026-03-08 13:07 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 13:01 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 12:56 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 12:56 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-08 12:54 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical settings, no rights discussion
2026-03-08 12:52 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 12:49 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical settings, no rights discussion
2026-03-08 11:48 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 11:43 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 11:40 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-08 11:39 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 11:37 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical settings, no rights discussion
2026-03-08 10:29 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 10:28 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-08 10:27 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 10:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical settings, no rights discussion
2026-03-08 10:22 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 09:24 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral) 0.00
2026-03-08 09:24 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral) 0.00
2026-03-08 09:22 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical settings, no rights discussion
2026-03-08 09:20 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative) 0.00
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 08:23 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Technical settings, no rights discussion
2026-03-08 08:21 eval Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-08 08:20 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral)
2026-03-08 08:19 eval Evaluated by llama-4-scout-wai: -0.40 (Moderate negative)
reasoning
Content appears to be a technical blog post with no explicit human rights discussion
2026-03-08 08:18 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical settings, no rights discussion