Qualcomm-AI-research / lr-qatLinks
☆39Updated 7 months ago
Alternatives and similar repositories for lr-qat
Users that are interested in lr-qat are comparing it to the libraries listed below
Sorting:
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆71Updated 8 months ago
- LLM Inference with Microscaling Format☆23Updated 7 months ago
- Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆37Updated 4 months ago
- Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"☆18Updated 2 weeks ago
- Official PyTorch implementation of "Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models"☆36Updated 3 weeks ago
- ☆28Updated 11 months ago
- ☆130Updated 4 months ago
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs☆38Updated 10 months ago
- An unofficial implementation of "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆35Updated last year
- [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization☆37Updated 9 months ago
- Work in progress.☆69Updated 2 weeks ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆65Updated last year
- ☆22Updated 7 months ago
- ☆26Updated 7 months ago
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs☆84Updated 7 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆39Updated last year
- ☆21Updated 2 months ago
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆21Updated last year
- ☆31Updated last year
- ☆15Updated 2 months ago
- ACL 2023☆39Updated 2 years ago
- Official Pytorch Implementation of "Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity"☆69Updated 11 months ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆63Updated last year
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆32Updated 10 months ago
- ☆20Updated last year
- Code implementation of GPTAQ (https://arxiv.org/abs/2504.02692)☆47Updated 3 weeks ago
- D^2-MoE: Delta Decompression for MoE-based LLMs Compression☆48Updated 3 months ago
- AFPQ code implementation☆21Updated last year
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆51Updated last year
- ☆75Updated 5 months ago