Qualcomm-AI-research / dynamic-sparsityLinks
☆12Updated 6 months ago
Alternatives and similar repositories for dynamic-sparsity
Users that are interested in dynamic-sparsity are comparing it to the libraries listed below
Sorting:
- ☆10Updated last year
- Framework to reduce autotune overhead to zero for well known deployments.☆84Updated last month
- Torch2Chip (MLSys, 2024)☆54Updated 6 months ago
- The official implementation of the DAC 2024 paper GQA-LUT☆20Updated 9 months ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆59Updated 6 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆48Updated 2 months ago
- Sparsity support for PyTorch☆37Updated 6 months ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆98Updated 3 months ago
- Test suite for probing the numerical behavior of NVIDIA tensor cores☆41Updated last year
- Lightweight Python Wrapper for OpenVINO, enabling LLM inference on NPUs☆23Updated 10 months ago
- ☆15Updated 2 years ago
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆27Updated last year
- Artifacts of EVT ASPLOS'24☆26Updated last year
- FRAME: Fast Roofline Analytical Modeling and Estimation☆38Updated 2 years ago
- Training with Block Minifloat number representation☆16Updated 4 years ago
- Research and development for optimizing transformers☆131Updated 4 years ago
- ☆41Updated last year
- ☆15Updated last year
- ☆25Updated 2 years ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆116Updated 3 months ago
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation☆27Updated 5 years ago
- ☆152Updated last year
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆54Updated 10 months ago
- ☆11Updated 4 years ago
- ☆28Updated 9 months ago
- ☆23Updated last month
- ☆33Updated last week
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆43Updated 10 months ago
- [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning☆107Updated last year
- ☆72Updated last year