tyler-griggs / melange-release
☆45Updated 9 months ago
Alternatives and similar repositories for melange-release:
Users that are interested in melange-release are comparing it to the libraries listed below
- LLM Serving Performance Evaluation Harness☆75Updated last month
- Stateful LLM Serving☆63Updated last month
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆112Updated 4 months ago
- ☆59Updated 10 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆85Updated last year
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆153Updated 6 months ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆113Updated last year
- ☆96Updated 6 months ago
- A resilient distributed training framework☆94Updated last year
- Compression for Foundation Models☆31Updated 3 weeks ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆46Updated 5 months ago
- FlexFlow Serve: Low-Latency, High-Performance LLM Serving☆34Updated this week
- ☆94Updated 5 months ago
- 16-fold memory access reduction with nearly no loss☆89Updated 3 weeks ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆72Updated 7 months ago
- DeeperGEMM: crazy optimized version☆65Updated 2 weeks ago
- PipeInfer: Accelerating LLM Inference using Asynchronous Pipelined Speculation☆29Updated 5 months ago
- Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"☆29Updated last year
- ☆81Updated 3 years ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆159Updated 9 months ago
- ☆68Updated 4 months ago
- PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design (KDD 2025)☆18Updated 10 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆165Updated 3 weeks ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆23Updated 4 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆68Updated 10 months ago
- High performance Transformer implementation in C++.☆116Updated 2 months ago
- ☆78Updated 3 weeks ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆61Updated 10 months ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆204Updated last year
- ☆53Updated last year