Infini-AI-Lab / MagicDecLinks
[ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding
☆135Updated last year
Alternatives and similar repositories for MagicDec
Users that are interested in MagicDec are comparing it to the libraries listed below
Sorting:
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆175Updated last year
- Boosting 4-bit inference kernels with 2:4 Sparsity☆89Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆112Updated 9 months ago
- 16-fold memory access reduction with nearly no loss☆109Updated 9 months ago
- ☆156Updated 10 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆52Updated last year
- KV cache compression for high-throughput LLM inference☆148Updated 10 months ago
- ☆296Updated 5 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆159Updated 2 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆331Updated last year
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆63Updated last year
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆253Updated last year
- 🔥 LLM-powered GPU kernel synthesis: Train models to convert PyTorch ops into optimized Triton kernels via SFT+RL. Multi-turn compilation…☆109Updated last month
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆219Updated last year
- Vortex: A Flexible and Efficient Sparse Attention Framework☆43Updated 3 weeks ago
- Efficient Long-context Language Model Training by Core Attention Disaggregation☆55Updated last week
- [NeurIPS 2025] Simple extension on vLLM to help you speed up reasoning model without training.☆215Updated 6 months ago
- ☆58Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆360Updated 5 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆151Updated 10 months ago
- Code for data-aware compression of DeepSeek models☆66Updated 2 weeks ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆395Updated last year
- ☆133Updated 6 months ago
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆245Updated last year
- ☆84Updated 8 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆345Updated last month
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆49Updated 4 months ago
- [ACL 2025 main] FR-Spec: Frequency-Ranked Speculative Sampling☆49Updated 5 months ago
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆153Updated last month
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆39Updated 10 months ago