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vLLM ignores LoRA rank_pattern and alpha_pattern and serves the adapter at the wrong scale
3+ day, 16+ hour ago (460+ words) RTX 2070 (8 GB) on Windows 11, WSL2 Ubuntu, driver 591.86. vLLM 0.30.0 with torch 2.13.0+cu130, PEFT 0.21.2. The model is a randomly initialised two-layer Qwen3 (hidden size 256), so nothing has to be downloaded. The RTX 2070 has no bf16, so everything ran in fp16 (the report used bf16). Four adapters on q_proj and…...
How to turn messy e-commerce reviews into a ranked defect table (no paid API)
1+ week, 1+ day ago (369+ words) I kept watching merchants burn hours copy-pasting reviews from Amazon and TikTok Shop into spreadsheets, trying to figure out why a competitor's product page converts better than theirs. The reviews are right there, in public. The bottleneck is never access…...
Applied Sciences, Vol. 16, Pages 9575: Artificial Intelligence in Support of Differentiating Diagnostic Tools for Basic Two-Point and Three-Point Grips
1+ week, 3+ day ago (269+ words) This article presents the application of artificial intelligence (AI) methods in the process of differentiating and improving diagnostic tools used to assess basic hand grips, including two-point and three-point grips. Particular emphasis was placed on the use of machine learning…...
PolarPro Radial Gradient Filters: In-Camera Color Magic
1+ week, 4+ day ago (146+ words) PolarPro’s Radial Gradient Filters Offer In-Camera Color Magic for Photographers freeyork The filters are available in multiple sizes: 49mm, 67mm, 77mm, and 82mm. They also have a variant for the PolarPro Helix filter system, making them suitable for professional cameras rather than just smartphones....