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:
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆60Updated last year
- Repository for CPU Kernel Generation for LLM Inference☆27Updated 2 years ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆86Updated last year
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆44Updated last year
- QuIP quantization☆61Updated last year
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- This repository contains code for the MicroAdam paper.☆21Updated 11 months ago
- The evaluation framework for training-free sparse attention in LLMs☆106Updated last month
- Work in progress.☆75Updated last week
- ☆110Updated 2 weeks ago
- ☆53Updated last year
- ☆128Updated last year
- PB-LLM: Partially Binarized Large Language Models☆157Updated 2 years ago
- ☆20Updated 7 months ago
- CUDA and Triton implementations of Flash Attention with SoftmaxN.☆73Updated last year
- ☆55Updated 5 months ago
- DPO, but faster 🚀☆46Updated 11 months ago
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆146Updated last year
- Implementation of the paper: "Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention" from Google in pyTO…☆57Updated last week
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆132Updated last year
- ☆154Updated 9 months ago
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆130Updated last year
- A repository for research on medium sized language models.☆78Updated last year
- Linear Attention Sequence Parallelism (LASP)☆87Updated last year
- Using FlexAttention to compute attention with different masking patterns☆47Updated last year
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆91Updated 4 months ago
- [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications☆51Updated last month
- ☆14Updated 4 months ago
- The official repo for "LLoCo: Learning Long Contexts Offline"☆118Updated last year
- An extention to the GaLore paper, to perform Natural Gradient Descent in low rank subspace☆18Updated last year