lapp0 / lm-inference-enginesLinks
Comparison of Language Model Inference Engines
☆222Updated 7 months ago
Alternatives and similar repositories for lm-inference-engines
Users that are interested in lm-inference-engines are comparing it to the libraries listed below
Sorting:
- OpenAI compatible API for TensorRT LLM triton backend☆209Updated last year
- An innovative library for efficient LLM inference via low-bit quantization☆349Updated 11 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆265Updated 9 months ago
- ☆280Updated this week
- Easy and Efficient Quantization for Transformers☆198Updated last month
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆307Updated 2 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆868Updated 11 months ago
- Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs☆461Updated this week
- ☆556Updated 11 months ago
- Official implementation of Half-Quadratic Quantization (HQQ)☆855Updated last week
- A high-performance inference system for large language models, designed for production environments.☆460Updated last week
- A collection of all available inference solutions for the LLMs☆91Updated 5 months ago
- Inference server benchmarking tool☆87Updated 3 months ago
- Benchmark suite for LLMs from Fireworks.ai☆76Updated this week
- ☆195Updated 2 months ago
- A throughput-oriented high-performance serving framework for LLMs☆856Updated 3 weeks ago
- Serving multiple LoRA finetuned LLM as one☆1,078Updated last year
- ☆463Updated last year
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆175Updated 4 months ago
- ☆549Updated 9 months ago
- Formatron empowers everyone to control the format of language models' output with minimal overhead.☆220Updated last month
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆243Updated last year
- ArcticInference: vLLM plugin for high-throughput, low-latency inference☆203Updated this week
- ☆55Updated 8 months ago
- 3x Faster Inference; Unofficial implementation of EAGLE Speculative Decoding☆74Updated last month
- scalable and robust tree-based speculative decoding algorithm☆351Updated 6 months ago
- Advanced Quantization Algorithm for LLMs and VLMs, with support for CPU, Intel GPU, CUDA and HPU. Seamlessly integrated with Torchao, Tra…☆564Updated this week
- ☆120Updated last year
- 🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.☆137Updated last year
- VPTQ, A Flexible and Extreme low-bit quantization algorithm☆649Updated 3 months ago