A safetensors extension to efficiently store sparse quantized tensors on disk
☆320Aug 27, 2026Updated this week
Alternatives and similar repositories for compressed-tensors
Users that are interested in compressed-tensors 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☆3,743Updated this week
- A unified library for building, evaluating, and storing speculative decoding algorithms for LLM inference in vLLM☆783Updated this week
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆1,136Sep 4, 2024Updated last year
- Fast low-bit matmul kernels in Triton☆484Aug 9, 2026Updated 3 weeks ago
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆200Updated this week
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆210May 5, 2025Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMs☆267Dec 4, 2025Updated 8 months ago
- Code for data-aware compression of DeepSeek models☆76Dec 11, 2025Updated 8 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆101Sep 4, 2024Updated last year
- FlashInfer: Kernel Library for LLM Serving☆6,290Updated this week
- PyTorch native quantization for training and inference☆2,958Updated this week
- Fast Hadamard transform in CUDA, with a PyTorch interface☆348Mar 10, 2026Updated 5 months ago
- ☆120Feb 26, 2026Updated 6 months ago
- A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative…☆3,612Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Triton kernels for Flux☆23Jul 7, 2025Updated last year
- Code for Neurips24 paper: QuaRot, an end-to-end 4-bit inference of large language models.☆532Nov 26, 2024Updated last year
- MSLK (Meta Superintelligence Labs Kernels) is a collection of PyTorch GPU operator libraries that are designed and optimized for GenAI tr…☆149Updated this week
- Model Compression Toolbox for Large Language Models and Diffusion Models☆799Aug 14, 2025Updated last year
- DeeperGEMM: crazy optimized version☆85May 5, 2025Updated last year
- Cataloging released Triton kernels.☆310Sep 9, 2025Updated 11 months ago
- Gumbel-Softmax post-training quantization for LLMs (1–3 bit scalar, INT/GGUF-compatible).☆25Jul 11, 2026Updated last month
- Fast Matrix Multiplications for Lookup Table-Quantized LLMs☆394Apr 13, 2025Updated last year
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,511Updated this week
- 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.
- Triton-based implementation of Sparse Mixture of Experts.☆280Oct 3, 2025Updated 10 months ago
- extensible collectives library in triton☆97Mar 31, 2025Updated last year
- ☆128Mar 18, 2026Updated 5 months ago
- A pytorch quantization backend for optimum☆1,054Updated this week
- ☆91Jan 23, 2025Updated last year
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,349May 11, 2025Updated last year
- ☆172Dec 27, 2024Updated last year
- ☆22May 5, 2025Updated last year
- Accelerating MoE with IO and Tile-aware Optimizations☆752Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- LLM model quantization (compression) toolkit with HW acceleration support for Nvidia, AMD, Intel GPU and Intel/AMD/Apple CPU via HF, vLLM…☆1,248Updated this week
- mKernel: fast multi-node, multi-GPU fused kernels☆270Updated this week
- Tile primitives for speedy kernels☆3,659Updated this week
- Distributed Compiler and Optimized Parallel Kernels☆1,529Aug 12, 2026Updated 2 weeks ago
- ☆273Jul 11, 2024Updated 2 years ago
- ☆14Jul 13, 2025Updated last year
- ☆138May 29, 2025Updated last year