XDA Developers on MSN

I ditched cloud AI for these 3 local models, and my 8GB GPU handles them all

8GB may not be great for games, but it can be more than enough for these local models ...
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[For CUDA 16GB] Gemma4 12B GGUF 22 Quantization, IQ3_XXS 122B Model, llama.cpp CUDA 13.3 Support — LLM Trends for CUDA 16GB since June 6th

This article is edited and created by AI. Gemma4 12B GGUF 22 Quantization, IQ3_XXS 122B Model, llama.cpp CUDA 13.3 Support — LLM Trends for CUDA 16GB since June 6th Recent LLM optimization information ...
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[For CUDA 16GB] Gemma 4 E4B Quantization, llama.cpp CUDA 13.3, Qwen3-8B Prefill 61→432: LLM Optimization Info for CUDA 16GB (2026-07-04)

This article has been edited and created by AI. Gemma 4 E4B Quantization, llama.cpp CUDA 13.3, Qwen3-8B Prefill 61→432: LLM Optimization Info for CUDA 16GB (2026-07-04) Today's LLM optimization ...
GitHub

APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers

This repository contains the official PyTorch implementation for the CVPR 2025 paper "APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision ...
GitHub

RaBitQCache: Rotated Binary Quantization for KVCache in Long Context LLM Inference

Long-context Large Language Model inference is severely bottlenecked by the massive Key-Value (KV) cache, yet existing sparse attention methods often suffer from static fixed-budget (Top-k) retrieval ...
IEEE

A Review for Weighted MinHash Algorithms

Abstract: Data similarity (or distance) computation is a fundamental research topic which underpins many high-level applications based on similarity measures in machine learning and data mining.