Qualcomm-AI-research / dynamic-sparsityLinks
☆15Updated 8 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
- ☆15Updated 3 years ago
- ☆83Updated 10 months ago
- The official implementation of the DAC 2024 paper GQA-LUT☆20Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆59Updated 8 months ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆141Updated 2 years ago
- ☆10Updated 3 years ago
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆105Updated 5 months ago
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆27Updated last year
- ☆31Updated last year
- A framework to compare low-bit integer and float-point formats☆50Updated last month
- Autocomp: AI Code Optimizer for Tensor Accelerators☆56Updated this week
- GEMM and Winograd based convolutions using CUTLASS☆28Updated 5 years ago
- Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation☆27Updated 6 years ago
- ☆11Updated 4 years ago
- LLM Inference with Microscaling Format☆33Updated last year
- ☆37Updated last year
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆49Updated 4 months ago
- The code for our paper "Neural Architecture Search as Program Transformation Exploration"☆16Updated 4 years ago
- A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores☆56Updated 2 years ago
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inference☆54Updated last year
- Framework to reduce autotune overhead to zero for well known deployments.☆90Updated 3 months ago
- ☆163Updated last year
- ☆82Updated last year
- ☆19Updated 4 years ago
- A curated list for Efficient Large Language Models☆11Updated last year
- ☆15Updated last year
- The official PyTorch implementation of the NeurIPS2022 (spotlight) paper, Outlier Suppression: Pushing the Limit of Low-bit Transformer L…☆49Updated 3 years ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆121Updated 5 months ago
- Torch2Chip (MLSys, 2024)☆55Updated 8 months ago