Xijie Huang
HuangOwen
Meta Reality Lab | PhD@HKUST | ex-Snap Research, Microsoft Research
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Awesome LLM compression research papers and tools.
[TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precision"
[TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"
[EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization
[EMNLP 2024] PyTorch implementation of paper "Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning"
Awesome-LLM: a curated list of Large Language Model
Repositories
12Awesome LLM compression research papers and tools.
[TMLR] Official PyTorch implementation of paper "Quantization Variation: A New Perspective on Training Transformers with Low-Bit Precision"
[TMLR] Official PyTorch implementation of paper "Efficient Quantization-aware Training with Adaptive Coreset Selection"
[EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization
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the paper of MCM&ICM 2018 M winner
Awesome-LLM: a curated list of Large Language Model
My GitHub Pages
[EMNLP 2024] PyTorch implementation of paper "Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning"
The website files of HKUST VSDL(Vision and System Design Lab)
Codes for Transferable Interactiveness Knowledge for Human-Object Interaction Detection. (CVPR 2019)
MCM/ICM simulation solving problem A ,containing latex source file, picture and code.