d-matrix-ai / keyformer-llm
☆53Updated last year
Alternatives and similar repositories for keyformer-llm:
Users that are interested in keyformer-llm are comparing it to the libraries listed below
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆37Updated 4 months ago
- The Official Implementation of Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference☆72Updated 3 months ago
- QAQ: Quality Adaptive Quantization for LLM KV Cache☆49Updated last year
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆54Updated 10 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆80Updated 3 weeks ago
- ☆74Updated 2 weeks ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆35Updated 2 weeks ago
- 16-fold memory access reduction with nearly no loss☆91Updated last month
- SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models☆19Updated 7 months ago
- Explore Inter-layer Expert Affinity in MoE Model Inference☆9Updated last year
- ☆49Updated 5 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆100Updated 3 weeks ago
- ☆59Updated 10 months ago
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆34Updated last week
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆161Updated 9 months ago
- Implement some method of LLM KV Cache Sparsity☆32Updated 11 months ago
- Multi-Candidate Speculative Decoding☆35Updated last year
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆37Updated 10 months ago
- ☆95Updated 5 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆85Updated last year
- ATC23 AE☆45Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆43Updated last month
- Estimate MFU for DeepSeekV3☆23Updated 4 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆276Updated 5 months ago
- ☆49Updated 11 months ago
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆106Updated 3 weeks ago
- SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference☆46Updated 5 months ago
- ☆104Updated 4 months ago
- ☆57Updated last week
- [ICLR 2025] Palu: Compressing KV-Cache with Low-Rank Projection☆106Updated 2 months ago