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Blueprints is a Mozilla AI initiative helping developers get started with building open-source AI solutions.
This Blueprint demonstrates how to finetune LLMs using federated AI with Flower, enabling collaboration on private datasets without sharing raw data
This Blueprint shows you how to fine-tune an object detection model to map features in OpenStreetMap.

Mastodon is a free, decentralized, and open-source social network designed to give users control over their online experience.

Qwen2.5-3B-Instruct-GGUF is an instruction-tuned model that generates long-form content, and is optimized for efficient deployment via the GGUF format.

Articles that played a key-role in shaping the ideas and approaches behind this Blueprint.
Blueprints are a Mozilla AI initiative helping developers get started with building open-source AI solutions.
This Blueprint demonstrates how to finetune LLMs using federated AI with Flower, enabling collaboration on private datasets without sharing raw data
This Blueprint shows you how to fine-tune an object detection model to map features in OpenStreetMap.
This Blueprint demonstrates how to fine-tune a Speech-To-Text model in your own language using CommonVoice data and your own voice data.
This Blueprint demonstrates how to use open-source models and a simple LLM workflow to answer questions based on structured documents.
This blueprint demonstrates how you can use open-source models & tools to convert input documents into a podcast featuring two speakers.
Trusted open-source tools to assist you in building AI solutions.

Mastodon is a free, decentralized, and open-source social network designed to give users control over their online experience.

The huggingface_hub library is used to interact with the HuggingFace Hub, enabling you to discover pre-trained models and datasets for your projects.

HuggingFace Transformers provides thousands of pretrained models to perform tasks on different modalities such as text, vision, and audio.

Ultralytics provides cutting-edge computer vision models, including YOLO11, enabling developers to integrate real-time object detection, segmentation, and classification into AI applications with minimal effort.
Vetted open-source datasets to assist you in building AI solutions.
Recommended open-source models to assist you in building AI solutions.

Qwen2.5-3B-Instruct-GGUF is an instruction-tuned model that generates long-form content, and is optimized for efficient deployment via the GGUF format.
The latest open-source content related to Blueprints, Tools, Datasets and Models.

Articles that played a key-role in shaping the ideas and approaches behind this Blueprint.

Mozilla.ai Blueprints are customizable workflows for building AI applications using open-source tools and models.

Advantages and trade-offs of various approaches that utilize LLMs for document querying.

Quickly access information on your collection of documents stored on your computer.