Ying1123 / llm-caching-multiplexingLinks
☆20Updated 2 years ago
Alternatives and similar repositories for llm-caching-multiplexing
Users that are interested in llm-caching-multiplexing are comparing it to the libraries listed below
Sorting:
- ☆19Updated 2 years ago
- Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.☆28Updated 2 years ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Updated 2 years ago
- Repository for the COLM 2025 paper SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths☆10Updated 3 weeks ago
- Compression for Foundation Models☆34Updated 2 weeks ago
- ☆27Updated last year
- ☆14Updated 3 weeks ago
- Elixir: Train a Large Language Model on a Small GPU Cluster☆15Updated 2 years ago
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference☆42Updated last year
- Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".☆20Updated last year
- ☆94Updated 3 years ago
- PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021☆56Updated 4 years ago
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆66Updated 7 months ago
- How much energy do GenAI models consume?☆46Updated 2 months ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Updated 8 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆90Updated 2 years ago
- [ICDCS 2023] DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining☆12Updated last year
- An Attention Superoptimizer☆22Updated 6 months ago
- AN EFFICIENT AND GENERAL FRAMEWORK FOR LAYERWISE-ADAPTIVE GRADIENT COMPRESSION☆14Updated last year
- ☆47Updated last year
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"☆34Updated last month
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆44Updated this week
- TensorRT LLM Benchmark Configuration☆13Updated last year
- ☆27Updated 8 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆72Updated last year
- ☆29Updated 5 months ago
- ☆22Updated 4 years ago
- ☆85Updated 3 years ago
- A curated list for Efficient Large Language Models☆11Updated last year