AI Model Training

Arize AI Arize

AI Agent observability, evaluation and continuous learning platform

Azure Machine Learning Azure ML

Microsoft cloud-native machine learning platform covers the entire link of data preparation, model training, deployment and governance

ForgeTrain ForgeTrain

The world's first production-level large model pre-training framework written entirely by AI Agent with zero human code intervention

Baseten Baseten

Production-oriented AI model training, inference deployment and Model API platform

FS-DFM Apple

The few-step discrete flow matching text generation model launched by Apple can achieve thousand-step quality with 8 steps of sampling.

Gemini Diffusion Google DeepMind

Experimental text diffusion model launched by Google DeepMind, non-autoregressive generation, iterative text refinement

C-Eval C-Eval

A multi-level and multi-disciplinary assessment package for Chinese large models, containing 13948 questions, covering 52 subjects

CMMLU CMMLU

Comprehensive Chinese large model evaluation benchmark, covering multi-domain knowledge, measuring the knowledge and reasoning of the model in the Chinese context

Gemma 4 12B Google

Google's open source coder-less unified architecture multi-modal large model, the local running performance of 12B parameters exceeds the previous generation 27B

Giskard Giskard

Automated red team testing, quality assessment and enterprise-level monitoring platform for LLM application RAG and AI Agent

Core API AIStartMap

Cohere API provides full-stack enterprise-level large model services from Command generation to Embed/Rerank retrieval, supporting VPC private deployment and model fine-tuning.

Cosmos 3 NVIDIA

An open Physical AI world base model that integrates visual reasoning, world generation and action generation into the same model stack