☆210May 5, 2025Updated last year
Alternatives and similar repositories for AutoFP8
Users that are interested in AutoFP8 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆3,217May 12, 2026Updated last week
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,076Sep 4, 2024Updated last year
- Fast low-bit matmul kernels in Triton☆454Updated this week
- Boosting 4-bit inference kernels with 2:4 Sparsity☆96Sep 4, 2024Updated last year
- A safetensors extension to efficiently store sparse quantized tensors on disk☆280Updated this week
- 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.
- study of cutlass☆22Nov 10, 2024Updated last year
- FlashInfer: Kernel Library for LLM Serving☆5,621Updated this week
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆155Aug 21, 2025Updated 8 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆266Dec 4, 2025Updated 5 months ago
- A throughput-oriented high-performance serving framework for LLMs☆959Mar 29, 2026Updated last month
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆81Aug 12, 2024Updated last year
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆280Jul 16, 2025Updated 10 months ago
- Benchmark tests supporting the TiledCUDA library.☆19Nov 19, 2024Updated last year
- PyTorch native quantization and sparsity for training and inference☆2,825Updated this week
- 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.
- ☆33Feb 3, 2025Updated last year
- Easy and Efficient Quantization for Transformers☆205Mar 25, 2026Updated last month
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,340Updated this week
- ☆98Mar 26, 2025Updated last year
- Dynamic Memory Management for Serving LLMs without PagedAttention☆483May 30, 2025Updated 11 months ago
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆838Mar 6, 2025Updated last year
- Microsoft Automatic Mixed Precision Library☆636Dec 1, 2025Updated 5 months ago
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆355Updated this week
- A unified library of SOTA model optimization techniques like quantization, pruning, distillation, speculative decoding, etc. It compresse…☆2,676Updated this week
- 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.
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,336May 11, 2025Updated last year
- Applied AI experiments and examples for PyTorch☆321Aug 22, 2025Updated 8 months ago
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆109Jun 28, 2025Updated 10 months ago
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆762Aug 6, 2025Updated 9 months ago
- [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models☆1,647Jul 12, 2024Updated last year
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,212Apr 8, 2026Updated last month
- Build compute kernels and load them from the Hub.☆638Updated this week
- Open deep learning compiler stack for cpu, gpu and specialized accelerators☆19May 13, 2026Updated last week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆148Dec 4, 2024Updated last year
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆4,061Updated this week
- ☆172Mar 9, 2023Updated 3 years ago
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆508Nov 26, 2024Updated last year
- This repository contains the experimental PyTorch native float8 training UX☆226Aug 1, 2024Updated last year
- ☆105Sep 9, 2024Updated last year
- ☆113Mar 12, 2026Updated 2 months ago