Flower

Open-source federated learning framework and ecosystem for training AI on distributed data without centralizing it.

flower.ai

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About

Flower Labs offers an open-source federated learning ecosystem trusted by Mozilla, Samsung, Banking Circle, Bosch, and Temenos for training AI models on sensitive distributed data. Products include the Flower open-source framework (most popular federated learning framework), Flower Agent (a collaborative AI agent), Flower Model (a large language model), and Flower SuperGrid (an industry standard for federated AI deployment). The company hosts the world's largest Collaborative AI community and provides free courses on federated learning and LLM fine-tuning. Flower is a product of Flower.

Website
flower.ai
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Product details

Product kind
Open Source
Pricing model
Open Source
Free tier
Yes
Open source
Yes
apicli
federated learningdistributed AI trainingprivacy-preserving MLLLM fine-tuning on private data