AI Model Training

Google Colab Colab

Google launches free online Jupyter Notebook with built-in GPU acceleration

Kubeflow Kubeflow

Open source MLOps platform based on Kubernetes to manage the entire ML life cycle

DeepEval Confident AI

Open source evaluation framework for LLM application RAG and Agent, using Pytest style to incorporate evaluation into the R&D process

Literal AI Literal AI

Observable, evaluation prompt management and data set experiment platform for production-level LLM applications

DreamGen NVIDIA

NVIDIA Robot Learning Research Project Using Video World Models to Generate Synthetic Training Data

LlamaIndex LlamaIndex

A data framework for large model applications, connecting private data to LLM for retrieval enhancement and agent orchestration

MeteoRA NJU DeepEngine

Nanjing University’s open source multi-task LoRA embedding framework

FlagEval FlagEval

The large model evaluation platform launched by Zhiyuan Research Institute provides multi-dimensional model capability evaluation and rankings.