li-plus / flash-preferenceLinks
Accelerate LLM preference tuning via prefix sharing with a single line of code
☆51Updated 7 months ago
Alternatives and similar repositories for flash-preference
Users that are interested in flash-preference are comparing it to the libraries listed below
Sorting:
- Odysseus: Playground of LLM Sequence Parallelism☆79Updated last year
- ☆132Updated 8 months ago
- ☆52Updated 8 months ago
- Quantized Attention on GPU☆44Updated last year
- ☆117Updated 8 months ago
- 🔥 LLM-powered GPU kernel synthesis: Train models to convert PyTorch ops into optimized Triton kernels via SFT+RL. Multi-turn compilation…☆116Updated 2 months ago
- Vortex: A Flexible and Efficient Sparse Attention Framework☆45Updated 2 weeks ago
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆128Updated 7 months ago
- Efficient Long-context Language Model Training by Core Attention Disaggregation☆85Updated last week
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Estimate MFU for DeepSeekV3☆26Updated last year
- The evaluation framework for training-free sparse attention in LLMs☆114Updated last week
- [NeurIPS 2025] Scaling Speculative Decoding with Lookahead Reasoning☆63Updated 3 months ago
- ☆221Updated 2 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆52Updated last year
- 16-fold memory access reduction with nearly no loss☆110Updated 10 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆137Updated last year
- ☆104Updated 11 months ago
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆55Updated last year
- [ASPLOS'26] Taming the Long-Tail: Efficient Reasoning RL Training with Adaptive Drafter☆130Updated 2 months ago
- ☆129Updated 5 months ago
- Fast and memory-efficient exact kmeans☆136Updated 2 months ago
- ☆38Updated 5 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆176Updated last year
- Beyond KV Caching: Shared Attention for Efficient LLMs☆20Updated last year
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆154Updated 3 weeks ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆160Updated 3 months ago
- Flash-Muon: An Efficient Implementation of Muon Optimizer☆229Updated 7 months ago
- Transformers components but in Triton☆34Updated 8 months ago
- A lightweight reinforcement learning framework that integrates seamlessly into your codebase, empowering developers to focus on algorithm…☆99Updated 5 months ago