ray-project / llmperf
LLMPerf is a library for validating and benchmarking LLMs
☆703Updated last month
Alternatives and similar repositories for llmperf:
Users that are interested in llmperf are comparing it to the libraries listed below
- ☆440Updated last year
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆851Updated this week
- ☆215Updated this week
- Serving multiple LoRA finetuned LLM as one☆1,012Updated 8 months ago
- [NeurIPS'24 Spotlight] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces in…☆874Updated 3 weeks ago
- The Triton TensorRT-LLM Backend☆745Updated last week
- RayLLM - LLMs on Ray☆1,247Updated 7 months ago
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆970Updated this week
- A throughput-oriented high-performance serving framework for LLMs☆692Updated 3 months ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆1,885Updated 2 weeks ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,777Updated 11 months ago
- Comparison of Language Model Inference Engines☆200Updated last month
- Efficient, Flexible and Portable Structured Generation☆570Updated this week
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆280Updated last month
- Official Implementation of EAGLE-1 (ICML'24) and EAGLE-2 (EMNLP'24)☆912Updated 2 weeks ago
- Minimalistic large language model 3D-parallelism training☆1,386Updated this week
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆680Updated 4 months ago
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,179Updated 3 months ago
- Automated Evaluation of RAG Systems☆526Updated 2 months ago
- Evaluate your LLM's response with Prometheus and GPT4 💯☆841Updated last week
- Scalable data pre processing and curation toolkit for LLMs☆743Updated this week
- OpenAI compatible API for TensorRT LLM triton backend☆186Updated 5 months ago
- Making Long-Context LLM Inference 10x Faster and 10x Cheaper☆361Updated this week
- Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs☆183Updated last month
- A high-performance inference system for large language models, designed for production environments.☆403Updated this week
- FlashInfer: Kernel Library for LLM Serving☆1,797Updated this week
- Scalable toolkit for efficient model alignment☆674Updated this week
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆684Updated 9 months ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆1,879Updated this week