ray-project / llmperfLinks
LLMPerf is a library for validating and benchmarking LLMs
☆1,041Updated 11 months ago
Alternatives and similar repositories for llmperf
Users that are interested in llmperf are comparing it to the libraries listed below
Sorting:
- The Triton TensorRT-LLM Backend☆906Updated this week
- Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs☆708Updated this week
- ☆312Updated this week
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆2,238Updated this week
- Fast, Flexible and Portable Structured Generation☆1,375Updated last week
- RayLLM - LLMs on Ray (Archived). Read README for more info.☆1,263Updated 8 months ago
- Serving multiple LoRA finetuned LLM as one☆1,116Updated last year
- ☆472Updated last year
- A throughput-oriented high-performance serving framework for LLMs☆914Updated 3 weeks ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,152Updated last month
- Comparison of Language Model Inference Engines☆235Updated 11 months ago
- A high-performance inference system for large language models, designed for production environments.☆482Updated 2 weeks ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,868Updated last year
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,074Updated 4 months ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,269Updated 6 months ago
- LLM model quantization (compression) toolkit with hw acceleration support for Nvidia CUDA, AMD ROCm, Intel XPU and Intel/AMD/Apple CPU vi…☆886Updated this week
- vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization☆1,956Updated this week
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆317Updated last month
- LLM Inference benchmark☆429Updated last year
- OpenAI compatible API for TensorRT LLM triton backend☆217Updated last year
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆951Updated last year
- Materials for learning SGLang☆644Updated this week
- ☆57Updated last year
- Serverless LLM Serving for Everyone.☆603Updated this week
- Calculate token/s & GPU memory requirement for any LLM. Supports llama.cpp/ggml/bnb/QLoRA quantization☆1,380Updated 11 months ago
- This repository contains tutorials and examples for Triton Inference Server☆800Updated this week
- RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.☆926Updated this week
- Efficient and easy multi-instance LLM serving☆510Updated 2 months ago
- An innovative library for efficient LLM inference via low-bit quantization☆349Updated last year
- Minimalistic large language model 3D-parallelism training☆2,323Updated 2 months ago