Raincleared-Song / sparse_gpu_operatorLinks
GPU operators for sparse tensor operations
☆34Updated last year
Alternatives and similar repositories for sparse_gpu_operator
Users that are interested in sparse_gpu_operator are comparing it to the libraries listed below
Sorting:
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆168Updated last year
- ☆142Updated 7 months ago
- 16-fold memory access reduction with nearly no loss☆105Updated 5 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆47Updated last month
- Boosting 4-bit inference kernels with 2:4 Sparsity☆82Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆320Updated last year
- ☆111Updated last year
- ☆55Updated last year
- ☆78Updated 5 months ago
- Summary of system papers/frameworks/codes/tools on training or serving large model☆57Updated last year
- PyTorch bindings for CUTLASS grouped GEMM.☆116Updated 3 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆126Updated 9 months ago
- ☆82Updated 7 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆77Updated last year
- ☆96Updated 4 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆60Updated last year
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆48Updated last year
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆115Updated 2 months ago
- ☆33Updated last year
- An easy-to-use package for implementing SmoothQuant for LLMs☆106Updated 5 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆52Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆139Updated 7 months ago
- ☆29Updated 10 months ago
- ☆150Updated last year
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆220Updated last year
- DeeperGEMM: crazy optimized version☆70Updated 4 months ago
- ☆29Updated last year
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆45Updated last year
- Framework to reduce autotune overhead to zero for well known deployments.☆82Updated this week
- ☆64Updated 4 months ago