Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.60 ND Strong positive 0.90 0.00 Political Prisoner Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 ND Moderate positive 0.90 0.00 Human Rights China
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
+0.60 Liu Xiaobo, Nobel laureate and political prisoner, dies at 61 in Chinese custody (www.theguardian.com)
104 points by wyuenho 3154 days ago | 42 comments on HN | Strong positive ~lite vlite-1.4
Summary ~lite Political Prisoner Rights Acknowledges
Reports Liu Xiaobo's death
EQ 0.80
SO 0.70
TD 0.60
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 6 entries
2026-02-28 12:54 eval_success Lite evaluated: Strong positive (0.60) - -
2026-02-28 12:54 eval Evaluated by llama-3.3-70b-wai: +0.60 (Strong positive)
reasoning
News article on human rights abuse
2026-02-28 12:54 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 12:50 eval_success Lite evaluated: Moderate positive (0.56) - -
2026-02-28 12:50 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 12:50 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive)
reasoning
Editorial stance on human rights, reporting on Liu Xiaobo's death