ND Unsloth Studio (unsloth.ai)
388 points by brainless 8 days ago | 82 comments on HN ~lite vlite-2.0
Summary ~lite
The Unsloth Studio documentation page presents information in a neutral and organized manner.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 879 HN snapshots · 64 evals
+1 0 −1 HN
Audit Trail 84 entries
2026-03-18 18:15 eval_skip Skipped: no readable text (pre-fetch) - -
2026-03-18 17:55 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-18 17:55 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 17:33 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 17:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 17:33 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 17:12 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-18 17:12 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 16:56 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 16:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 16:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 16:34 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-18 16:34 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 16:20 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 16:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 16:20 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 15:56 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-18 15:56 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 15:42 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 15:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 15:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 15:18 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-18 15:18 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 15:04 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 15:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 15:04 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 14:43 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-18 14:43 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 14:30 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 14:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 14:29 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 14:07 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-18 14:07 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 13:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 13:32 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 13:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 12:56 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 12:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 12:15 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 12:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 11:40 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 11:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 11:02 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 10:49 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 10:27 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 10:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 09:52 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 09:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 09:15 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 09:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 08:40 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 08:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 08:05 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 07:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 07:30 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 07:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 06:52 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 06:41 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 06:17 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 06:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 05:42 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 05:32 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 05:06 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 04:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 04:29 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 04:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 03:52 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 03:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 02:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 02:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 01:02 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 00:56 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-18 00:07 eval Evaluated by llama-3.3-70b-wai-psq: 0.00 (Neutral)
2026-03-18 00:02 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content, no rights discussion
2026-03-17 23:43 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 23:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-17 22:33 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 22:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-17 21:18 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 21:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-17 20:03 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 20:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Technical documentation with CSS styles, no explicit rights discussion
2026-03-17 18:52 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-17 18:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical documentation with CSS styles, no explicit rights discussion