lapp0 / lm-inference-enginesLinks
Comparison of Language Model Inference Engines
☆219Updated 6 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 11 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆264Updated 9 months ago
- ☆271Updated last month
- A high-performance inference system for large language models, designed for production environments.☆451Updated last week
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆855Updated 10 months ago
- An innovative library for efficient LLM inference via low-bit quantization☆349Updated 10 months ago
- Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs☆394Updated this week
- ☆546Updated 10 months ago
- Easy and Efficient Quantization for Transformers☆198Updated 3 weeks ago
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆305Updated last month
- Official implementation of Half-Quadratic Quantization (HQQ)☆842Updated last week
- A throughput-oriented high-performance serving framework for LLMs☆840Updated this week
- A collection of all available inference solutions for the LLMs☆91Updated 4 months ago
- ☆195Updated 2 months ago
- ☆547Updated 8 months ago
- ☆464Updated last year
- Benchmark suite for LLMs from Fireworks.ai☆76Updated last week
- ☆56Updated 9 months ago
- scalable and robust tree-based speculative decoding algorithm☆349Updated 5 months ago
- ☆55Updated 7 months ago
- Inference server benchmarking tool☆79Updated 2 months ago
- 🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.☆137Updated 11 months ago
- Formatron empowers everyone to control the format of language models' output with minimal overhead.☆217Updated last month
- ☆120Updated last year
- Advanced Quantization Algorithm for LLMs and VLMs, with support for CPU, Intel GPU, CUDA and HPU. Seamlessly integrated with Torchao, Tra…☆526Updated this week
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆240Updated last year
- Serving multiple LoRA finetuned LLM as one☆1,073Updated last year
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆174Updated 3 months ago
- VPTQ, A Flexible and Extreme low-bit quantization algorithm☆647Updated 2 months ago
- GPTQ inference Triton kernel☆302Updated 2 years ago