graphcore-research / llm-inference-research
An experimentation platform for LLM inference optimisation
☆26Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for llm-inference-research
- MagicPIG: LSH Sampling for Efficient LLM Generation☆59Updated 3 weeks ago
- 16-fold memory access reduction with nearly no loss☆58Updated 2 weeks ago
- ☆45Updated 5 months ago
- ☆42Updated 7 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆149Updated 4 months ago
- ☆51Updated last month
- Code for Palu: Compressing KV-Cache with Low-Rank Projection☆57Updated last week
- ☆70Updated 2 years ago
- Explore Inter-layer Expert Affinity in MoE Model Inference☆5Updated 6 months ago
- Official implementation for Yuan & Liu & Zhong et al., KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark o…☆50Updated last month
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆181Updated last year
- A tiny yet powerful LLM inference system tailored for researching purpose. vLLM-equivalent performance with only 2k lines of code (2% of …☆106Updated 4 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆74Updated last year
- ☆38Updated last month
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆143Updated this week
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆203Updated this week
- TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆21Updated last month
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆103Updated 3 months ago
- [NeurIPS'23] Speculative Decoding with Big Little Decoder☆86Updated 9 months ago
- [ICML 2024] KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache☆243Updated last month
- Boosting 4-bit inference kernels with 2:4 Sparsity☆51Updated 2 months ago
- ☆68Updated last month
- ☆189Updated 6 months ago
- ☆36Updated 3 months ago
- Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆79Updated last week
- Multi-Candidate Speculative Decoding☆28Updated 7 months ago
- Awesome-LLM-KV-Cache: A curated list of 📙Awesome LLM KV Cache Papers with Codes.☆114Updated 2 weeks ago
- LLM Serving Performance Evaluation Harness☆57Updated 2 months ago
- ☆56Updated last week
- Code associated with the paper **Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding**☆140Updated 6 months ago