Model Comparison
Model Editorial Structural Class Conf SETL Theme
@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-4-scout-17b-16e-instruct lite 0.00 ND Neutral 1.00 0.00 Technology
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
0.00 Right-sizes LLM models to your system's RAM, CPU, and GPU (github.com)
240 points by bilsbie 19 hours ago | 55 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite No human rights theme Neutral
Tech tutorial
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 401 HN snapshots · 52 evals
+1 0 −1 HN
Audit Trail 72 entries
2026-03-02 19:06 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 19:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 18:16 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 18:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 18:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 18:11 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 18:04 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 18:04 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 17:02 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 17:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 16:52 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 16:52 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 15:39 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 15:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 15:30 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 15:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 15:25 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 15:25 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 14:58 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 14:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 14:36 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 14:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 14:29 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 14:29 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 14:16 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 14:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 14:12 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 14:12 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 14:00 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 14:00 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 13:54 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 13:54 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 13:26 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 13:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 13:09 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 13:09 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 12:40 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 12:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 12:24 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 12:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 12:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 11:53 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 11:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 11:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 10:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 10:34 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 10:23 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 10:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 09:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 09:39 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 09:32 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 09:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 08:44 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 08:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 08:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 08:01 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 07:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 07:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 07:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 06:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 06:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 06:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 06:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 05:58 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 05:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 05:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 04:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 04:46 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 04:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
PR content neutral tech tutorial
2026-03-02 04:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech tutorial no rights stance
2026-03-02 03:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
PR content neutral tech tutorial
2026-03-02 03:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech tutorial no rights stance