mit-han-lab / Block-Sparse-Attention
A sparse attention kernel supporting mix sparse patterns
☆133Updated last week
Alternatives and similar repositories for Block-Sparse-Attention:
Users that are interested in Block-Sparse-Attention are comparing it to the libraries listed below
- 16-fold memory access reduction with nearly no loss☆77Updated this week
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆245Updated 2 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆157Updated 7 months ago
- ☆87Updated this week
- ☆111Updated last week
- An algorithm for static activation quantization of LLMs☆116Updated 2 weeks ago
- ☆220Updated 9 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆64Updated 3 months ago
- [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation☆55Updated last week
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆295Updated 7 months ago
- Code Repository of Evaluating Quantized Large Language Models☆116Updated 5 months ago
- Quantized Attention on GPU☆34Updated 3 months ago
- ☆35Updated 7 months ago
- ☆52Updated 10 months ago
- Efficient 2:4 sparse training algorithms and implementations☆49Updated 2 months ago
- This repository contains integer operators on GPUs for PyTorch.☆190Updated last year
- ☆61Updated 3 weeks ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆107Updated 2 months ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆96Updated last month
- Implement Flash Attention using Cute.☆69Updated 2 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆101Updated this week
- SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆15Updated 4 months ago
- Official PyTorch implementation of FlatQuant: Flatness Matters for LLM Quantization☆102Updated 3 weeks ago
- Code for Palu: Compressing KV-Cache with Low-Rank Projection☆76Updated this week
- A WebUI for Side-by-Side Comparison of Media (Images/Videos) Across Multiple Folders☆19Updated 3 weeks ago
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆234Updated 3 months ago
- Patch convolution to avoid large GPU memory usage of Conv2D☆85Updated 3 weeks ago
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆39Updated 6 months ago
- 📚FFPA: Yet another Faster Flash Prefill Attention with O(1)⚡️SRAM complexity for headdim > 256, 1.8x~3x↑🎉faster than SDPA EA.☆106Updated this week
- Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers☆205Updated 6 months ago