Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.84 ND Strong positive 0.90 0.00 Digital Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.56 ND Moderate positive 0.90 0.00 Data Privacy
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
Audit Trail 23 entries
2026-02-28 07:27 eval_success Light evaluated: Moderate positive (0.56) - -
2026-02-28 07:27 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 07:27 model_divergence Cross-model spread 0.28 exceeds threshold (2 models) - -
2026-02-28 07:27 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive)
2026-02-28 07:06 eval_success Light evaluated: Strong positive (0.84) - -
2026-02-28 07:06 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:06 eval Evaluated by llama-3.3-70b-wai: +0.84 (Strong positive)
2026-02-26 18:04 dlq Dead-lettered after 1 attempts: Loops is a federated, open-source TikTok - -
2026-02-26 18:03 dlq Dead-lettered after 1 attempts: Loops is a federated, open-source TikTok - -
2026-02-26 18:00 dlq Dead-lettered after 1 attempts: Loops is a federated, open-source TikTok - -
2026-02-26 17:59 dlq Dead-lettered after 1 attempts: Loops is a federated, open-source TikTok - -
2026-02-26 17:58 dlq Dead-lettered after 1 attempts: Loops is a federated, open-source TikTok - -
2026-02-26 17:57 dlq Dead-lettered after 1 attempts: Loops is a federated, open-source TikTok - -
2026-02-26 17:56 dlq Dead-lettered after 1 attempts: Loops is a federated, open-source TikTok - -
2026-02-26 17:55 dlq Dead-lettered after 1 attempts: Loops is a federated, open-source TikTok - -
2026-02-26 17:54 credit_exhausted Credit balance too low, retrying in 303s - -
2026-02-26 17:54 dlq Dead-lettered after 1 attempts: Loops is a federated, open-source TikTok - -
2026-02-26 17:53 credit_exhausted Credit balance too low, retrying in 296s - -
2026-02-26 17:50 credit_exhausted Credit balance too low, retrying in 249s - -
2026-02-26 17:49 credit_exhausted Credit balance too low, retrying in 326s - -
2026-02-26 17:48 credit_exhausted Credit balance too low, retrying in 313s - -
2026-02-26 17:48 credit_exhausted Credit balance too low, retrying in 258s - -
2026-02-26 04:48 eval Evaluated by claude-haiku-4-5-20251001: +0.78 (Strong positive) 13,271 tokens