mosecorg / mosec
A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine
☆837Updated this week
Alternatives and similar repositories for mosec:
Users that are interested in mosec are comparing it to the libraries listed below
- ☆411Updated last year
- PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.☆786Updated 2 months ago
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,002Updated 3 weeks ago
- Serving multiple LoRA finetuned LLM as one☆1,054Updated 11 months ago
- Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.☆600Updated this week
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,684Updated 5 months ago
- RayLLM - LLMs on Ray (Archived). Read README for more info.☆1,263Updated last month
- ☆1,025Updated last year
- This repository contains tutorials and examples for Triton Inference Server☆682Updated 3 weeks ago
- Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Serv…☆470Updated last month
- LLMPerf is a library for validating and benchmarking LLMs☆868Updated 4 months ago
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,564Updated last year
- Autoscale LLM (vLLM, SGLang, LMDeploy) inferences on Kubernetes (and others)☆263Updated last year
- Fast Inference Solutions for BLOOM☆561Updated 6 months ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,783Updated last week
- Bagua Speeds up PyTorch☆879Updated 8 months ago
- Blazing fast framework for fine-tuning similarity learning models☆657Updated last week
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆358Updated this week
- Large-scale model inference.☆628Updated last year
- Salesforce open-source LLMs with 8k sequence length.☆717Updated 2 months ago
- 🏕️ Reproducible development environment☆2,110Updated this week
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆2,845Updated this week
- Common source, scripts and utilities for creating Triton backends.☆315Updated this week
- Fast, Flexible and Portable Structured Generation☆878Updated last week
- An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more☆794Updated this week
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,816Updated last year
- ☆455Updated last year
- A high-performance inference system for large language models, designed for production environments.☆430Updated this week
- ☆241Updated this week
- ggml implementation of BERT☆485Updated last year