Infini-AI-Lab / MagicDec
[ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding
☆116Updated 5 months ago
Alternatives and similar repositories for MagicDec
Users that are interested in MagicDec are comparing it to the libraries listed below
Sorting:
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆103Updated last month
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆161Updated 10 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆73Updated 8 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆103Updated this week
- ☆242Updated last year
- ☆129Updated 3 months ago
- 16-fold memory access reduction with nearly no loss☆94Updated last month
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆308Updated 10 months ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆209Updated 8 months ago
- KV cache compression for high-throughput LLM inference☆127Updated 3 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆286Updated 5 months ago
- ☆84Updated last month
- ☆59Updated this week
- Odysseus: Playground of LLM Sequence Parallelism☆69Updated 11 months ago
- ☆54Updated last year
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆295Updated 3 months ago
- LLM Serving Performance Evaluation Harness☆78Updated 2 months ago
- ☆82Updated 3 years ago
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆149Updated last month
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆109Updated 2 months ago
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆201Updated 5 months ago
- [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization☆352Updated 9 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆85Updated last year
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆55Updated 10 months ago
- ☆75Updated last month
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆49Updated last year
- ☆104Updated 8 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆182Updated this week
- ☆49Updated 5 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆45Updated 7 months ago