fzyzcjy / torch_utilsLinks
Utility scripts for PyTorch (e.g. Memory profiler that understands more low-level allocations such as NCCL)
☆15Updated last week
Alternatives and similar repositories for torch_utils
Users that are interested in torch_utils are comparing it to the libraries listed below
Sorting:
- ☆49Updated last month
- ☆74Updated last month
- Odysseus: Playground of LLM Sequence Parallelism☆70Updated last year
- Best practices for testing advanced Mixtral, DeepSeek, and Qwen series MoE models using Megatron Core MoE.☆29Updated last month
- Quantized Attention on GPU☆44Updated 7 months ago
- ☆60Updated 2 months ago
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆42Updated last week
- DeeperGEMM: crazy optimized version☆69Updated 2 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆101Updated last month
- ☆77Updated 2 months ago
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆47Updated 11 months ago
- Framework to reduce autotune overhead to zero for well known deployments.☆79Updated last week
- A simple calculation for LLM MFU.☆39Updated 4 months ago
- ☆87Updated 3 months ago
- Transformers components but in Triton☆34Updated 2 months ago
- ☆96Updated 10 months ago
- TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators☆62Updated last month
- ☆50Updated 2 weeks ago
- Implement Flash Attention using Cute.☆87Updated 6 months ago
- Estimate MFU for DeepSeekV3☆25Updated 6 months ago
- Summary of system papers/frameworks/codes/tools on training or serving large model☆57Updated last year
- GPTQ inference TVM kernel☆40Updated last year
- ☆116Updated last month
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆184Updated this week
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆38Updated last month
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆118Updated last month
- Vocabulary Parallelism☆19Updated 4 months ago
- 16-fold memory access reduction with nearly no loss☆100Updated 3 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆49Updated 8 months ago
- ☆106Updated 10 months ago