thunlp / TritonBenchLinks
TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators
☆111Updated 7 months ago
Alternatives and similar repositories for TritonBench
Users that are interested in TritonBench are comparing it to the libraries listed below
Sorting:
- Building the Virtuous Cycle for AI-driven LLM Systems☆121Updated last week
- Autonomous GPU Kernel Generation via Deep Agents☆217Updated last week
- Framework to reduce autotune overhead to zero for well known deployments.☆94Updated 4 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆140Updated 7 months ago
- ☆101Updated last year
- ☆65Updated 9 months ago
- DeeperGEMM: crazy optimized version☆73Updated 8 months ago
- ☆52Updated 8 months ago
- Estimate MFU for DeepSeekV3☆26Updated last year
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆153Updated 11 months ago
- ☆35Updated 10 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆161Updated 3 months ago
- nnScaler: Compiling DNN models for Parallel Training☆124Updated 4 months ago
- FlashInfer Bench @ MLSys 2026: Building AI agents to write high performance GPU kernels☆60Updated this week
- ☆39Updated last month
- Accelerating MoE with IO and Tile-aware Optimizations☆553Updated last week
- Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding☆81Updated last month
- ☆128Updated 5 months ago
- NVIDIA cuTile learn☆150Updated last month
- 16-fold memory access reduction with nearly no loss☆109Updated 10 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆368Updated 6 months ago
- Implement Flash Attention using Cute.☆100Updated last year
- ☆117Updated 8 months ago
- DeepSeek-V3.2-Exp DSA Warmup Lightning Indexer training operator based on tilelang☆43Updated 2 months ago
- Keyformer proposes KV Cache reduction through key tokens identification and without the need for fine-tuning☆59Updated last year
- ☆47Updated last year
- Multi-Level Triton Runner supporting Python, IR, PTX, and cubin.☆84Updated last week
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆312Updated last week
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆105Updated 7 months ago
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆77Updated last month