Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
☆44Jan 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☆101Sep 4, 2024Updated 2 years ago
- Algorithm-System Co-design: accurate and efficient 2-bit KV cache quantization for LLM Inference.☆20May 20, 2026Updated 3 months ago
- NLP-CHATBOT☆13Dec 15, 2022Updated 3 years ago
- GPU operators for sparse tensor operations☆37Mar 11, 2024Updated 2 years ago
- ☆61Jun 10, 2024Updated 2 years ago
- 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.
- ☆360Apr 2, 2024Updated 2 years ago
- fork of karparthy's nanogpt with custom datasets☆11Jul 25, 2023Updated 3 years ago
- This repository contains code for the MicroAdam paper.☆21Dec 14, 2024Updated last year
- The official code for "Advancing Multimodal Large Language Models with Quantization-Aware Scale Learning for Efficient Adaptation" | [MM2…☆14Dec 7, 2024Updated last year
- ☆12Jul 30, 2025Updated last year
- ☆16Nov 24, 2025Updated 9 months ago
- A basic pure pytorch implementation of flash attention☆17Oct 28, 2024Updated last year
- ☆30Jul 22, 2024Updated 2 years ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆278Nov 3, 2023Updated 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.
- The evaluation framework for training-free sparse attention in LLMs☆132Jan 27, 2026Updated 7 months ago
- An implementation of the base GPT-3 Model architecture from the paper by OPENAI "Language Models are Few-Shot Learners"☆22Jun 29, 2024Updated 2 years ago
- ☆21Mar 17, 2025Updated last year
- PB-LLM: Partially Binarized Large Language Models☆158Nov 20, 2023Updated 2 years ago
- Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".☆895Aug 20, 2024Updated 2 years ago
- Reorder-based post-training quantization for large language model☆201May 17, 2023Updated 3 years ago
- Targeted Data Generation with Large Language Models☆19Jun 25, 2024Updated 2 years ago
- Hacks for PyTorch☆19Apr 18, 2023Updated 3 years ago
- Running inference on the ZeroSCROLLS benchmark☆22Apr 18, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆435Aug 13, 2024Updated 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
- A simple library for working with Hugging Face models.☆14Dec 30, 2024Updated last year
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆724Aug 13, 2024Updated 2 years ago
- Official repository of Sparse ISO-FLOP Transformations for Maximizing Training Efficiency☆25Jul 31, 2024Updated 2 years ago
- ☆19Nov 6, 2023Updated 2 years ago
- new optimizer☆20Aug 4, 2024Updated 2 years ago
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆22May 28, 2024Updated 2 years ago
- DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting☆19Mar 4, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆25Oct 31, 2024Updated last year
- ☆35Dec 22, 2025Updated 8 months ago
- AFPQ code implementation☆23Nov 6, 2023Updated 2 years ago
- Pytorch code for paper QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models☆25Sep 27, 2023Updated 2 years ago
- Automatic Image Enhancement, Comparing supervised features in GAN (superres, decrappify)☆21Nov 2, 2019Updated 6 years ago
- Repository for the QUIK project, enabling the use of 4bit kernels for generative inference - EMNLP 2024☆185Apr 16, 2024Updated 2 years ago
- Official implementation of the ICML 2024 paper RoSA (Robust Adaptation)☆46May 20, 2026Updated 3 months ago