ByteDance-Seed / FlexPrefillLinks
Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference
☆155Updated last month
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☆108Updated 8 months ago
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆256Updated 5 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆356Updated 4 months ago
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆175Updated 2 months ago
- ☆154Updated 9 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆170Updated last year
- ☆132Updated 6 months ago
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆250Updated 3 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆148Updated 9 months ago
- ☆290Updated 4 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆133Updated last year
- ☆201Updated 2 weeks ago
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆153Updated last week
- The Official Implementation of Ada-KV [NeurIPS 2025]☆116Updated last week
- A sparse attention kernel supporting mix sparse patterns☆391Updated 9 months ago
- [ASPLOS'26] Taming the Long-Tail: Efficient Reasoning RL Training with Adaptive Drafter☆73Updated last week
- ☆76Updated last month
- Efficient triton implementation of Native Sparse Attention.☆251Updated 6 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆132Updated 6 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆63Updated last year
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆132Updated last month
- [ICML 2025] SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity☆64Updated 5 months ago
- HALO: Hadamard-Assisted Low-Precision Optimization and Training method for finetuning LLMs. 🚀 The official implementation of https://arx…☆29Updated 9 months ago
- ☆83Updated 10 months ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆47Updated last year
- ☆63Updated last year
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆55Updated last year
- An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization☆168Updated last week
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆52Updated last year
- ☆125Updated 3 months ago