BaiTheBest / SparseLLMLinks
Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
☆61Updated 2 months ago
Alternatives and similar repositories for SparseLLM
Users that are interested in SparseLLM are comparing it to the libraries listed below
Sorting:
- [AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models☆54Updated last year
- ☆57Updated last year
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆47Updated 7 months ago
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆79Updated 5 months ago
- [ICML 2024 Oral] This project is the official implementation of our Accurate LoRA-Finetuning Quantization of LLMs via Information Retenti…☆65Updated last year
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆39Updated last year
- Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models☆44Updated 7 months ago
- Awesome LLM pruning papers all-in-one repository with integrating all useful resources and insights.☆91Updated 6 months ago
- Activation-aware Singular Value Decomposition for Compressing Large Language Models☆71Updated 8 months ago
- Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLM…☆47Updated last year
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆39Updated last year
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆51Updated last year
- LLM Inference with Microscaling Format☆23Updated 7 months ago
- Unofficial implementations of block/layer-wise pruning methods for LLMs.☆70Updated last year
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆21Updated last year
- Official code for the paper "Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark"☆20Updated last year
- [ICLR 2025] The official pytorch implement of "Dynamic Low-Rank Sparse Adaptation for Large Language Models".☆19Updated 3 months ago
- D^2-MoE: Delta Decompression for MoE-based LLMs Compression☆48Updated 3 months ago
- Official Implementation of SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks☆37Updated 4 months ago
- ☆42Updated 7 months ago
- ☆22Updated 7 months ago
- Multi-Candidate Speculative Decoding