mlflow alternatives
Open-source alternatives to mlflow in Model Training, Evaluation & Observability, LLM Frameworks, Developer Tools, connected by typed relationships and shared categories - ranked with live GitHub stats, not marketing.
Head-to-head comparisons
Also in the same categories
Tools that solve adjacent problems in mlflow's categories.
AutoGPT
Significant-Gravitas/AutoGPT
AutoGPT: Build, Deploy, and Run AI Agents
prompts.chat
f/prompts.chat
The world's largest open-source prompt library for AI
transformers
huggingface/transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models
JavaGuide
Snailclimb/JavaGuide
Snailclimb/JavaGuide: 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发
langflow
langflow-ai/langflow
Langflow is a powerful platform for building and deploying AI-powered agents and workflows.
open-webui
open-webui/open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
browser-use
browser-use/browser-use
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
LLMs-from-scratch
rasbt/LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch
TradingAgents
TauricResearch/TradingAgents
TradingAgents: Multi-Agents LLM Financial Trading Framework
caveman
JuliusBrussee/caveman
Cuts 65% of tokens in AI coding agent responses.
vllm
vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
ragflow
infiniflow/ragflow
RAGFlow: A powerful Retrieval-Augmented Generation with enhanced Agent capabilities in Go
llm-course
mlabonne/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
OpenHands
OpenHands/OpenHands
The self-hosted developer control center for coding agents and automations.
open-design
nexu-io/open-design
The open-source Claude Design alternative
LlamaFactory
hiyouga/LlamaFactory
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs
daytona
daytonaio/daytona
Secure and Elastic Infrastructure for Running AI-Generated Code
gpt_academic
binary-husky/gpt_academic
GPT 学术优化 (GPT Academic)