AutonomicPerfectionist / PipeInferLinks
PipeInfer: Accelerating LLM Inference using Asynchronous Pipelined Speculation
☆30Updated 10 months ago
Alternatives and similar repositories for PipeInfer
Users that are interested in PipeInfer are comparing it to the libraries listed below
Sorting:
- ☆71Updated last year
- FlexFlow Serve: Low-Latency, High-Performance LLM Serving☆58Updated last week
- Explore Inter-layer Expert Affinity in MoE Model Inference☆14Updated last year
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆234Updated 10 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆47Updated last month
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆127Updated 9 months ago
- kvcached: Elastic KV cache for dynamic GPU sharing and efficient multi-LLM inference.☆93Updated this week
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆71Updated 3 months ago
- ☆47Updated last year
- ☆82Updated 8 months ago
- ☆55Updated last year
- [ICML 2024 Oral] Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs☆115Updated 2 months ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆57Updated 6 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆168Updated last year
- LLM Serving Performance Evaluation Harness☆79Updated 7 months ago
- [ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models☆44Updated last year
- 16-fold memory access reduction with nearly no loss☆105Updated 5 months ago
- A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆59Updated 3 weeks ago
- Stateful LLM Serving☆84Updated 6 months ago
- ☆123Updated 10 months ago
- Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]☆32Updated 6 months ago
- ☆52Updated last year
- DLSlime: Flexible & Efficient Heterogeneous Transfer Toolkit☆67Updated this week
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆222Updated 2 years ago
- ☆12Updated 8 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆183Updated last year
- A lightweight design for computation-communication overlap.☆171Updated last week
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆43Updated 3 months ago
- ☆64Updated 5 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆82Updated last year