IST-DASLab / SparseFinetuningLinks
Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
☆42Updated last year
Alternatives and similar repositories for SparseFinetuning
Users that are interested in SparseFinetuning are comparing it to the libraries listed below
Sorting:
- Repository for CPU Kernel Generation for LLM Inference☆26Updated last year
- Boosting 4-bit inference kernels with 2:4 Sparsity☆79Updated 9 months ago
- QuIP quantization☆54Updated last year
- ☆130Updated 4 months ago
- ☆20Updated 2 months ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆59Updated 8 months ago
- Cascade Speculative Drafting☆29Updated last year
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆42Updated last year
- Odysseus: Playground of LLM Sequence Parallelism☆70Updated last year
- Official PyTorch implementation of "GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance" (ICML 2025)☆30Updated this week
- ☆26Updated 7 months ago
- Work in progress.☆69Updated 2 weeks ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- ☆65Updated 2 weeks ago
- ☆114Updated 3 weeks ago
- The evaluation framework for training-free sparse attention in LLMs☆69Updated this week
- Vocabulary Parallelism☆19Updated 3 months ago
- This repository contains code for the MicroAdam paper.☆19Updated 6 months ago
- ☆51Updated 7 months ago
- Code for "RSQ: Learning from Important Tokens Leads to Better Quantized LLMs"☆18Updated last week
- ☆14Updated last month
- DPO, but faster 🚀☆43Updated 6 months ago
- Code for data-aware compression of DeepSeek models☆34Updated 2 weeks ago
- ☆28Updated 11 months ago
- ☆75Updated 5 months ago
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆41Updated last month
- An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.☆26Updated 2 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆46Updated 8 months ago
- This repo is based on https://github.com/jiaweizzhao/GaLore☆28Updated 9 months ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆19Updated 11 months ago