Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.04 +0.16 Mild positive 0.80 -0.18 Community Development
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 +0.16 Neutral 0.80 -0.16 Open Source Community
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
-0.04 Working with the Kernel Development Community (kernel.org)
4 points by themaxdavitt 16 hours ago | 0 comments on HN | Mild positive ~lite vlite-1.5
Summary ~lite Community Development Neutral
Documentation for Linux kernel development community processes
EQ 0.50
SO 0.60
TD 0.70
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 9 HN snapshots · 9 evals
+1 0 −1 HN
Audit Trail 22 entries
2026-03-03 04:19 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-03 04:19 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Linux kernel development community documentation, neutral rights discussion
2026-03-03 04:15 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-03 04:15 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Linux kernel development community documentation, neutral rights discussion
2026-03-03 04:09 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-03 04:09 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
reasoning
Linux kernel development community guidelines
2026-03-03 04:09 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 03:35 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-03 03:35 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Linux kernel development community documentation, neutral rights discussion
2026-03-03 03:31 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-03 03:31 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) -0.02
reasoning
Linux kernel development community guidelines
2026-03-03 03:31 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 03:30 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-03 03:30 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Linux kernel development community documentation, neutral rights discussion
2026-03-03 03:26 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-03 03:26 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
reasoning
Linux kernel development community guidelines
2026-03-03 03:26 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-03 02:54 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-03 02:54 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
Linux kernel development community documentation, neutral rights discussion
2026-03-03 02:52 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-03 02:52 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
reasoning
Linux kernel development community guidelines
2026-03-03 02:52 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -