Little Free Library Books

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite +0.24 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 Compare

+0.24	Little Free Library Books (littlefreelibrary.org)
	156 points by TigerUniversity 19 hours ago \| 82 comments on HN \| Mild positive ~lite vlite-1.4

Summary ~lite Education Community Acknowledges

Promotes literacy and community book sharing

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 425 HN snapshots · 61 evals

Audit Trail 81 entries

2026-03-02 17:09	eval_success	Lite evaluated: Mild positive (0.24)	- -
2026-03-02 17:09	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 16:59	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 16:59	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 16:54	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 16:54	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 15:54	eval_success	Lite evaluated: Mild positive (0.24)	- -
2026-03-02 15:54	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 15:32	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 15:32	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 15:06	eval_success	Lite evaluated: Mild positive (0.24)	- -
2026-03-02 15:06	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 15:02	eval_success	Lite evaluated: Mild positive (0.24)	- -
2026-03-02 15:02	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 14:53	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 14:53	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 14:20	eval_success	Lite evaluated: Mild positive (0.24)	- -
2026-03-02 14:20	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 14:11	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 14:11	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 13:36	eval_success	Lite evaluated: Mild positive (0.24)	- -
2026-03-02 13:36	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 13:27	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 13:27	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 12:55	eval_success	Lite evaluated: Mild positive (0.24)	- -
2026-03-02 12:55	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 12:50	eval_success	Lite evaluated: Mild positive (0.24)	- -
2026-03-02 12:50	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) +0.24
	reasoning ED Slight positive lean on community and education
2026-03-02 12:41	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 12:41	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 12:36	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 12:36	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 12:07	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 12:07	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.24
	reasoning ED Slight positive lean on community and education
2026-03-02 12:03	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 12:03	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 11:26	eval_success	Lite evaluated: Mild positive (0.24)	- -
2026-03-02 11:26	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 11:24	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 11:24	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 10:41	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 10:39	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 10:36	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 10:04	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 10:01	eval	Evaluated by llama-4-scout-wai: +0.24 (Mild positive) +0.24
	reasoning ED Slight positive lean on community and education
2026-03-02 09:56	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.24
	reasoning ED Slight positive lean on community and education
2026-03-02 09:16	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 09:11	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 09:07	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 08:24	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 08:12	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 07:39	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 07:32	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 07:27	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 07:22	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 06:59	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 06:47	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 06:12	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 06:04	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 05:59	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 05:41	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 05:35	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 05:16	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 05:11	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 05:00	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
2026-03-02 04:39	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 04:33	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 04:19	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
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	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
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	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	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
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	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
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	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
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	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning LP neutral tech
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	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
	reasoning LP neutral tech

build 33fdafe+e25z · deployed 2026-03-02 17:29 UTC · evaluated 2026-03-02 17:25:40 UTC