argonne-lcf / LLM-Inference-Bench
LLM-Inference-Bench
☆39Updated 3 months ago
Alternatives and similar repositories for LLM-Inference-Bench:
Users that are interested in LLM-Inference-Bench are comparing it to the libraries listed below
- ☆59Updated 10 months ago
- Stateful LLM Serving☆63Updated last month
- LLM Serving Performance Evaluation Harness☆77Updated 2 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆171Updated this week
- LLM Inference analyzer for different hardware platforms☆62Updated 2 weeks ago
- Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity☆206Updated last year
- FlexFlow Serve: Low-Latency, High-Performance LLM Serving☆34Updated last week
- A low-latency & high-throughput serving engine for LLMs☆346Updated last week
- A resilient distributed training framework☆94Updated last year
- ☆45Updated 9 months ago
- High performance Transformer implementation in C++.☆118Updated 3 months ago
- ☆69Updated last week
- A minimal implementation of vllm.☆39Updated 8 months ago
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆208Updated 5 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆154Updated 7 months ago
- Perplexity GPU Kernels☆251Updated this week
- ☆104Updated 3 months ago
- ☆82Updated 3 years ago
- nnScaler: Compiling DNN models for Parallel Training☆107Updated last week
- ☆98Updated 6 months ago
- ☆68Updated 3 weeks ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆305Updated 9 months ago
- ☆82Updated last month
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆115Updated 4 months ago
- Microsoft Collective Communication Library☆65Updated 5 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆85Updated last year
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆116Updated last year
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆106Updated 9 months ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆354Updated last week
- LLM checkpointing for DeepSpeed/Megatron☆16Updated last month