An efficent implementation of the method proposed in "The Era of 1-bit LLMs"
☆155Oct 15, 2024Updated last year
Alternatives and similar repositories for BitMat
Users that are interested in BitMat are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆176Jun 20, 2024Updated 2 years ago
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆770Aug 6, 2025Updated last year
- Official implementation of Half-Quadratic Quantization (HQQ)☆953Feb 26, 2026Updated 5 months ago
- ☆206Dec 5, 2024Updated last year
- torch_quantizer is a out-of-box quantization tool for PyTorch models on CUDA backend, specially optimized for Diffusion Models.☆25Mar 29, 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.
- Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch☆1,943Aug 3, 2026Updated last week
- Manage ML configuration with pydantic☆16Mar 18, 2026Updated 4 months ago
- 1.58-bit LLaMa model☆84Apr 3, 2024Updated 2 years ago
- ☆47Aug 29, 2024Updated last year
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆14Feb 3, 2025Updated last year
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,698Oct 28, 2024Updated last year
- ACL 2023☆39Jun 6, 2023Updated 3 years ago
- Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".☆277Nov 3, 2023Updated 2 years ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆281Jul 16, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆31Mar 12, 2024Updated 2 years ago
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.☆516Aug 26, 2024Updated last year
- Tora: Torchtune-LoRA for RL☆87Dec 2, 2025Updated 8 months ago
- ☆69Mar 21, 2025Updated last year
- GPTQ inference Triton kernel☆323May 18, 2023Updated 3 years ago
- Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind☆177Sep 12, 2024Updated last year
- Experimental BitNet Implementation☆73Nov 27, 2025Updated 8 months ago
- [ACL 2024] A novel QAT with Self-Distillation framework to enhance ultra low-bit LLMs.☆140May 16, 2024Updated 2 years ago
- A byte-level decoder architecture that matches the performance of tokenized Transformers.☆68Apr 24, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The hearth of The Pulsar App, fast, secure and shared inference with modern UI☆58Dec 1, 2024Updated last year
- A 8-/16-/32-/64-bit floating point number family☆16Feb 4, 2022Updated 4 years ago
- Let's create synthetic textbooks together :)☆74Jan 29, 2024Updated 2 years ago
- Train your own small bitnet model☆86Oct 20, 2024Updated last year
- Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.p…☆1,330Feb 26, 2026Updated 5 months ago
- Using experimental methods to merge large language models☆11Jul 11, 2026Updated last month
- Accelerate your Hugging Face Transformers 7.6-9x. Native to Hugging Face and PyTorch.☆684Aug 22, 2024Updated last year
- Tools for merging pretrained large language models.☆7,292Jun 17, 2026Updated last month
- PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)☆18Jun 22, 2022Updated 4 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.
- Set of scripts to finetune LLMs☆38Mar 30, 2024Updated 2 years ago
- ☆29Oct 9, 2024Updated last year
- Supercharge huggingface transformers with model parallelism.☆77Jul 23, 2025Updated last year
- Rust implementation of Surya☆66Mar 1, 2025Updated last year
- Official PyTorch implementation of QA-LoRA☆147Mar 13, 2024Updated 2 years ago
- ☆15May 26, 2026Updated 2 months ago
- NanoGPT (124M) in 5 minutes☆16Feb 14, 2025Updated last year