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
- LLM Inference with Microscaling Format☆32Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆59Updated 8 months ago
- ☆15Updated 3 years ago
- ☆15Updated last year
- ☆83Updated 10 months ago
- The official implementation of the DAC 2024 paper GQA-LUT☆20Updated 11 months ago
- ☆10Updated 3 years ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆121Updated 4 months ago
- Training with Block Minifloat number representation☆17Updated 4 years ago
- ☆37Updated last year
- Sparsity support for PyTorch☆37Updated 8 months ago
- ☆80Updated last year
- ☆57Updated 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
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆141Updated 2 years ago
- ☆159Updated last year
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆102Updated 5 months ago
- Code for the AAAI 2024 Oral paper "OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Model…☆68Updated last year
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆27Updated last year
- Torch2Chip (MLSys, 2024)☆54Updated 7 months ago
- Artifacts of EVT ASPLOS'24☆28Updated last year
- Autocomp: AI Code Optimizer for Tensor Accelerators☆50Updated last week
- This is the implementation for paper: AdaTune: Adaptive Tensor Program CompilationMade Efficient (NeurIPS 2020).☆14Updated 4 years ago
- PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021☆56Updated 4 years ago
- Flexible simulator for mixed precision and format simulation of LLMs and vision transformers.☆51Updated 2 years ago
- ☆60Updated last year
- ☆38Updated this week
- A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores☆55Updated 2 years ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆49Updated 3 months ago