ByteDance-Seed / FlexPrefillLinks
Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference
☆159Updated 2 months ago
Alternatives and similar repositories for FlexPrefill
Users that are interested in FlexPrefill are comparing it to the libraries listed below
Sorting:
- 16-fold memory access reduction with nearly no loss☆109Updated 9 months ago
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆261Updated 5 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆360Updated 5 months ago
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆180Updated 3 months ago
- ☆156Updated 10 months ago
- ☆210Updated last month
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆175Updated last year
- ☆133Updated 6 months ago
- ☆296Updated 5 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆151Updated 10 months ago
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆256Updated 4 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆135Updated last year
- Efficient triton implementation of Native Sparse Attention.☆256Updated 7 months ago
- The Official Implementation of Ada-KV [NeurIPS 2025]☆120Updated last month
- ☆78Updated 3 weeks ago
- PyTorch bindings for CUTLASS grouped GEMM.☆135Updated 6 months ago
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆154Updated last month
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆63Updated last year
- Code for the paper “Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling”☆93Updated this week
- [ICML 2025] SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity☆64Updated 5 months ago
- ☆125Updated 4 months ago
- Implementation for FP8/INT8 Rollout for RL training without performence drop.☆281Updated last month
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆52Updated last year
- Accelerating MoE with IO and Tile-aware Optimizations☆469Updated this week
- ☆58Updated last year
- A Survey of Efficient Attention Methods: Hardware-efficient, Sparse, Compact, and Linear Attention☆265Updated 3 weeks ago
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆79Updated 3 weeks ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆139Updated this week
- Autonomous GPU Kernel Generation via Deep Agents☆192Updated last week
- ☆126Updated 6 months ago