Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.50 ND Moderate positive 0.80 0.00 Media Transparency
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Media Accountability
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
+0.50 Reuters swaps story about NSA hacking the UN for NSA fluff piece.
87 points by tomelders 4569 days ago | 16 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Media Transparency Advocates
Reuters swaps NSA story
EQ 0.70
SO 0.60
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Audit Trail 12 entries
2026-02-28 13:40 eval_success Lite evaluated: Moderate positive (0.50) - -
2026-02-28 13:40 eval Evaluated by llama-3.3-70b-wai: +0.50 (Moderate positive)
2026-02-28 13:22 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 13:22 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
2026-02-28 13:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-26 06:02 dlq Dead-lettered after 1 attempts: Reuters swaps story about NSA hacking the UN for NSA fluff piece. - -
2026-02-26 05:41 dlq Dead-lettered after 1 attempts: Reuters swaps story about NSA hacking the UN for NSA fluff piece. - -
2026-02-26 05:36 credit_exhausted Credit balance too low, retrying in 324s - -
2026-02-26 05:31 credit_exhausted Credit balance too low, retrying in 296s - -
2026-02-26 05:27 dlq Dead-lettered after 1 attempts: Reuters swaps story about NSA hacking the UN for NSA fluff piece. - -
2026-02-26 05:26 credit_exhausted Credit balance too low, retrying in 284s - -
2026-02-26 05:15 credit_exhausted Credit balance too low, retrying in 264s - -