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veRL
veRL is a flexible and efficient RL framework for LLMs.
Colossal-AI
Making large AI models cheaper, faster, and more accessible.
maxtext
A simple, performant and scalable Jax LLM!
Axolotl
Open-source framework for fine-tuning and evaluating LLMs. It simplifies the process of experimenting with different training configurations and makes it easy to reproduce and share results, supporting features like LoRA, QLoRA, DeepSpeed, PEFT, and multi-GPU setups.
...morellama.cpp
LLM inference in C/C++.
TensorRT-LLM
Nvidia Framework for LLM Inference
FastChat
A distributed multi-model LLM serving system with web UI and OpenAI-compatible RESTful APIs.
SkyPilot
SkyPilot Team
Run LLMs and batch jobs on any cloud. Get maximum cost savings, highest GPU availability, and managed execution -- all with a simple interface.
...moreHaystack
an open-source NLP framework that allows you to use LLMs and transformer-based models from Hugging Face, OpenAI and Cohere to interact with your own data.
...moreOpenLLM
Fine-tune, serve, deploy, and monitor any open-source LLMs in production. Used in production at [BentoML](https://bentoml.com/) for LLMs-based applications.
...moreLMDeploy
A high-throughput and low-latency inference and serving framework for LLMs and VLs
Liger-Kernel
Efficient Triton Kernels for LLM Training.
Swiss Army Llama
Comprehensive set of tools for working with local LLMs for various tasks.
LLocalSearch
Locally running websearch using LLM chains
MindSQL
A python package for Txt-to-SQL with self hosting functionalities and RESTful APIs compatible with proprietary as well as open source LLM.
...moreScale Spellbook
A paid product for building, comparing, and shipping language model apps.
PromptPerfect
A paid product for testing and improving prompts.
OpenAI Evals
An open-source library for evaluating task performance of language models and prompts.
LMQL
A programming language for LLM interaction with support for typed prompting, control flow, constraints, and tools.
LazyLLM
An open-source LLM app for building multi-agent LLMs applications in an easy and lazy way, supports model deployment and fine-tuning.
...more