Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
☆43Jan 15, 2024Updated 2 years ago
Alternatives and similar repositories for SparseFinetuning
Users that are interested in SparseFinetuning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Boosting 4-bit inference kernels with 2:4 Sparsity☆96Sep 4, 2024Updated last year
- ☆58Jun 10, 2024Updated last year
- GPU operators for sparse tensor operations☆37Mar 11, 2024Updated 2 years ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆280Nov 3, 2023Updated 2 years ago
- The official code for "Advancing Multimodal Large Language Models with Quantization-Aware Scale Learning for Efficient Adaptation" | [MM2…☆14Dec 7, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆12Jul 30, 2025Updated 10 months ago
- This repository contains code for the MicroAdam paper.☆21Dec 14, 2024Updated last year
- ☆16Dec 9, 2023Updated 2 years ago
- ☆359Apr 2, 2024Updated 2 years ago
- A basic pure pytorch implementation of flash attention☆16Oct 28, 2024Updated last year
- ☆16Nov 24, 2025Updated 6 months ago
- An official implementation of Random Policy Valuation is Enough for LLM Reasoning with Verifiable Rewards☆36Oct 3, 2025Updated 8 months ago
- PB-LLM: Partially Binarized Large Language Models☆156Nov 20, 2023Updated 2 years ago
- Repository for the QUIK project, enabling the use of 4bit kernels for generative inference - EMNLP 2024☆186Apr 16, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ACL Findings 2026] Official Implementation of "FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acc…☆32Apr 14, 2026Updated last month
- ☆42Mar 28, 2024Updated 2 years ago
- Repository for CPU Kernel Generation for LLM Inference☆28Jul 13, 2023Updated 2 years ago
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆885Aug 20, 2024Updated last year
- Reorder-based post-training quantization for large language model☆199May 17, 2023Updated 3 years ago
- A safetensors extension to efficiently store sparse quantized tensors on disk☆289Updated this week
- Hacks for PyTorch☆19Apr 18, 2023Updated 3 years ago
- Running inference on the ZeroSCROLLS benchmark☆22Apr 18, 2024Updated 2 years ago
- Targeted Data Generation with Large Language Models☆19Jun 25, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆425Aug 13, 2024Updated last year
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆722Aug 13, 2024Updated last year
- ☆35Dec 22, 2025Updated 5 months ago
- ☆129Jan 22, 2024Updated 2 years ago
- ☆25Oct 31, 2024Updated last year
- Pytorch code for paper QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models☆25Sep 27, 2023Updated 2 years ago
- This repo is to demo the concept of lossless compression with Transformers as encoder and decoder.☆14May 2, 2024Updated 2 years ago
- AFPQ code implementation☆23Nov 6, 2023Updated 2 years ago
- A simple library for working with Hugging Face models.☆14Dec 30, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ESRGAN implemented in rust with candle☆17Dec 6, 2023Updated 2 years ago
- new optimizer☆20Aug 4, 2024Updated last year
- Official repository of Sparse ISO-FLOP Transformations for Maximizing Training Efficiency☆25Jul 31, 2024Updated last year
- My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated☆37Aug 14, 2024Updated last year
- Code accompanying the NeurIPS 2020 paper: WoodFisher (Singh & Alistarh, 2020)☆53Mar 8, 2021Updated 5 years ago
- [ICLR 2026] Official PyTorch implementation for "ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding"☆63Dec 26, 2025Updated 5 months ago
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆45May 20, 2026Updated 2 weeks ago