graphcore-research / llm-inference-research
An experimentation platform for LLM inference optimisation
☆29Updated 7 months ago
Alternatives and similar repositories for llm-inference-research:
Users that are interested in llm-inference-research are comparing it to the libraries listed below
- 16-fold memory access reduction with nearly no loss☆91Updated last month
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆36Updated 3 weeks ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆54Updated 10 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆179Updated 2 weeks ago
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆77Updated 2 months ago
- ☆64Updated 7 months ago
- ☆59Updated 10 months ago
- Explore Inter-layer Expert Affinity in MoE Model Inference☆9Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆161Updated 9 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆116Updated 5 months ago
- ☆53Updated last year
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆37Updated 4 months ago
- Sirius, an efficient correction mechanism, which significantly boosts Contextual Sparsity models on reasoning tasks while maintaining its…☆21Updated 7 months ago
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆106Updated 2 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆276Updated 5 months ago
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆72Updated 3 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆73Updated 8 months ago
- Multi-Candidate Speculative Decoding☆35Updated last year
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆206Updated last year
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆85Updated last year
- ☆104Updated 4 months ago
- ☆126Updated 2 months ago
- [SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference☆46Updated 3 months ago
- ☆82Updated 3 years ago
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆184Updated 2 months ago
- ☆25Updated last month
- ☆74Updated 3 weeks ago
- ☆241Updated last year
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆307Updated 10 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆100Updated 3 weeks ago