amazon-science / mxfp4-llmLinks
Official implementation for Training LLMs with MXFP4
☆91Updated 4 months ago
Alternatives and similar repositories for mxfp4-llm
Users that are interested in mxfp4-llm are comparing it to the libraries listed below
Sorting:
- ☆142Updated 7 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆82Updated last year
- Work in progress.☆72Updated 2 months ago
- Flash-Muon: An Efficient Implementation of Muon Optimizer☆185Updated 3 months ago
- Explore training for quantized models☆24Updated 2 months ago
- A safetensors extension to efficiently store sparse quantized tensors on disk☆161Updated this week
- Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…☆146Updated last year
- Triton-based implementation of Sparse Mixture of Experts.☆239Updated 3 weeks ago
- ☆94Updated 3 weeks ago
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆129Updated 9 months ago
- ☆126Updated 3 months ago
- The evaluation framework for training-free sparse attention in LLMs☆93Updated 3 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆126Updated 9 months ago
- PB-LLM: Partially Binarized Large Language Models☆153Updated last year
- KV cache compression for high-throughput LLM inference☆138Updated 7 months ago
- Fast and memory-efficient exact attention☆69Updated 6 months ago
- ☆150Updated 2 months ago
- ☆111Updated last year
- Fast Hadamard transform in CUDA, with a PyTorch interface☆233Updated 2 weeks ago
- Official PyTorch implementation of "GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance" (ICML 2025)☆43Updated 2 months ago
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆234Updated 10 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization☆111Updated 11 months ago
- ring-attention experiments☆152Updated 11 months ago
- This repository contains the experimental PyTorch native float8 training UX☆224Updated last year
- 🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…☆265Updated last month
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆168Updated last year
- Code for data-aware compression of DeepSeek models☆52Updated 3 months ago
- ☆154Updated 2 years ago
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"☆245Updated 7 months ago