2x Qwen 3.5 on M1 Mac: 9B builds a bot, 0.8B runs it

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	2x Qwen 3.5 on M1 Mac: 9B builds a bot, 0.8B runs it (advanced-stack.com)
	10 points by advanced-stack 3 days ago \| 4 comments on HN ~lite vlite-2.0

Summary ~lite

The content provides a technical tutorial on running OpenCode with LM Studio locally, focusing on Qwen3.5 models on a MacBook M1.

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

Longitudinal 9 HN snapshots · 33 evals

Audit Trail 53 entries

2026-03-05 06:43	eval_success	PSQ evaluated: g-PSQ=-0.040 (3 dims)	- -
2026-03-05 06:43	eval	Evaluated by llama-4-scout-wai-psq: -0.04 (Neutral)
2026-03-05 06:40	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 06:40	eval	Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive) 0.00
2026-03-05 06:35	eval_success	PSQ evaluated: g-PSQ=0.600 (3 dims)	- -
2026-03-05 06:35	eval	Evaluated by llama-3.3-70b-wai-psq: +0.60 (Strong positive)
2026-03-03 14:42	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 14:42	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 14:42	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 14:36	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 14:36	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 14:36	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 13:58	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 13:58	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 13:58	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 13:56	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 13:56	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 13:56	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 13:15	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 13:15	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 13:15	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 13:12	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 13:12	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 13:12	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 12:31	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 12:31	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 12:31	rater_validation_warn	Lite validation warnings for model llama-4-scout-wai: 1W 0R	- -
2026-03-03 12:29	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 12:29	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 12:29	rater_validation_warn	Lite validation warnings for model llama-3.3-70b-wai: 1W 0R	- -
2026-03-03 12:23	eval_success	Lite evaluated: Neutral (0.08)	- -
2026-03-03 12:23	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 11:49	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 11:45	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 11:40	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 11:02	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 10:56	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 10:16	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 10:10	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 09:27	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 09:22	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 09:17	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 08:54	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 08:49	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 08:44	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 08:10	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 08:07	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 07:29	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 07:22	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 06:38	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 06:35	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) 0.00
	reasoning Tech tutorial, no rights discussion
2026-03-03 06:05	eval	Evaluated by llama-4-scout-wai: +0.08 (Neutral)
	reasoning Tech blog post on running AI models locally, no explicit rights discussion
2026-03-03 06:03	eval	Evaluated by llama-3.3-70b-wai: +0.08 (Neutral)
	reasoning Tech tutorial, no rights discussion

build 9cd5501+sdjg · deployed 2026-03-06 00:03 UTC · evaluated 2026-03-03 07:16:53 UTC