SRGB↔XYZ Conversion (2021)

Alpha This system is experimental. Scores and classifications are early-stage research and may be unreliable. Methodology →

Model: @cf/meta/llama-4-scout-17b-16e-instruct lite ND @cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND @cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 openai/gpt-oss-120b:free lite ND google/gemma-3-27b-it:free lite ND qwen/qwen3-coder:free lite ND Compare

ND	SRGB↔XYZ Conversion (2021) (mina86.com)
	9 points by kqr 5 days ago \| 6 comments on HN ~lite vlite-2.0

Summary ~lite

Technical article on sRGB↔XYZ conversion with clear explanations and code examples.

Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available

Longitudinal 143 HN snapshots · 42 evals

Audit Trail 62 entries

2026-03-06 03:54	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-06 03:54	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-06 03:39	eval_success	PSQ evaluated: g-PSQ=0.322 (3 dims)	- -
2026-03-06 03:39	eval	Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-05 08:26	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 08:26	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 07:10	eval_success	PSQ evaluated: g-PSQ=0.322 (3 dims)	- -
2026-03-05 07:10	eval	Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive) 0.00
2026-03-05 04:55	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 04:55	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-05 04:51	eval_success	PSQ evaluated: g-PSQ=0.280 (3 dims)	- -
2026-03-05 04:51	eval	Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 04:35	eval_success	PSQ evaluated: g-PSQ=0.322 (3 dims)	- -
2026-03-05 04:35	eval	Evaluated by llama-3.3-70b-wai-psq: +0.32 (Moderate positive)
2026-03-05 04:07	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-05 04:07	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-05 04:07	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 03:59	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 03:59	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 03:59	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-05 03:27	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-05 03:27	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-05 03:27	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 03:14	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 03:14	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-05 03:14	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 03:09	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 03:09	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-05 03:09	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-05 02:47	eval_success	Lite evaluated: Neutral (-0.08)	- -
2026-03-05 02:47	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-05 02:47	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-05 02:27	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-05 02:27	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-05 02:06	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-05 01:55	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-05 01:26	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-05 01:15	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-05 01:10	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-05 00:46	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-05 00:41	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-05 00:35	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-05 00:03	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-04 23:55	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-04 23:50	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-04 23:25	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-04 23:15	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-04 22:44	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-04 22:32	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-04 22:05	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-04 21:56	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-04 21:30	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-04 21:21	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-04 20:46	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-04 20:41	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-04 20:40	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-04 20:08	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-04 20:07	eval	Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) +0.10
	reasoning Technical post on color conversion
2026-03-04 19:16	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral) 0.00
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-04 19:15	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Neutral) 0.00
	reasoning Technical post on color conversion
2026-03-04 18:14	eval	Evaluated by llama-4-scout-wai: -0.08 (Neutral)
	reasoning Technical article on color space conversion, no human rights discussion
2026-03-04 18:13	eval	Evaluated by llama-3.3-70b-wai: -0.10 (Neutral)
	reasoning Technical post on color conversion

build f36f9cf+l6eo · deployed 2026-03-07 18:24 UTC · evaluated 2026-03-03 07:16:53 UTC