Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.24 ND Mild positive 0.80 0.00 Education Community
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Education Access
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
+0.24 Little Free Library Books (littlefreelibrary.org)
81 points by TigerUniversity 5 hours ago | 33 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Education Community Acknowledges
Promotes literacy and community sharing of books
EQ 0.60
SO 0.70
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 114 HN snapshots · 13 evals
+1 0 −1 HN
Audit Trail 26 entries
2026-03-02 03:51 eval_success Lite evaluated: Mild positive (0.24) - -
2026-03-02 03:51 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
reasoning
ED Slight positive lean on community and education
2026-03-02 03:37 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 03:37 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
LP neutral tech
2026-03-02 03:06 eval_success Lite evaluated: Mild positive (0.24) - -
2026-03-02 03:06 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
reasoning
ED Slight positive lean on community and education
2026-03-02 03:02 eval_success Lite evaluated: Mild positive (0.24) - -
2026-03-02 03:02 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
reasoning
ED Slight positive lean on community and education
2026-03-02 02:55 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 02:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
LP neutral tech
2026-03-02 02:25 eval_success Lite evaluated: Mild positive (0.24) - -
2026-03-02 02:25 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
reasoning
ED Slight positive lean on community and education
2026-03-02 02:19 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 02:19 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
LP neutral tech
2026-03-02 01:35 eval_success Lite evaluated: Mild positive (0.24) - -
2026-03-02 01:35 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
reasoning
ED Slight positive lean on community and education
2026-03-02 01:30 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 01:30 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
LP neutral tech
2026-03-02 00:55 eval_success Lite evaluated: Mild positive (0.24) - -
2026-03-02 00:55 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive) 0.00
reasoning
ED Slight positive lean on community and education
2026-03-02 00:53 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 00:53 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
LP neutral tech
2026-03-02 00:09 eval_success Lite evaluated: Mild positive (0.24) - -
2026-03-02 00:09 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive)
reasoning
ED Slight positive lean on community and education
2026-03-02 00:07 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 00:07 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
LP neutral tech