Open source platform for the machine learning lifecycle

LLM Benchmark for Throughput via Ollama (Local LLMs)

MTEB: Massive Text Embedding Benchmark

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

Arena-Hard-Auto: An automatic LLM benchmark.

Utilities intended for use with Llama models.

Boilerplate RAG and LLM in financial analysis. MongoDB, MongoDB VectorDB, Chroma, FastAPI, Langchain, and React submodule for UI.

An open-source, low-code machine learning library in Python

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K…

Reasoning Augmented Generation

A Straightforward, Step-by-Step Implementation of a Video Diffusion Model

A light-weight, flexible, and expressive statistical data testing library

Witness the aha moment of VLM with less than $3.

✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)

Learn how to create, develop, and maintain a state-of-the-art MLOps code base

Kickstart your LLMOps initiative with a flexible, robust, and productive Python package.

This is the code of MMOA-RAG.

Run AI Agent in your browser.

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

Interesting LLM projects that I created for my YouTube channel using Ollama's open-source models.

tiny vision language model

A high-performance LLM inference API and Chat UI that integrates DeepSeek R1's CoT reasoning traces with Anthropic Claude models.

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

A Kubernetes deployable instance of GroundX for document parsing, storage, and search.

An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention & RFT)

This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small langua…

Continuous Integration for LLM powered applications