Iterative Blog
Find here DataChain and DVC news, findings, interesting reads, community takeaways, deep dive into machine learning workflows from data versioning and processing to model productionization.
As GenAI Fever Fades - Time to Prioritize Robust Engineering Over Overblown Promises
Improved Engineering and Data Management will be what carries GenAI into maturity
Scalable PDF Document Processing with DataChain and Unstructured.io
Extract and parse text from documents and create vector embeddings in a scalable and distributed way (and less than 70 lines of code).
Post-modern AI Data Stack
How and Why Generative AI will change the modern data stack.
You Do the Math: Fine Tuning Multimodal Models (CLIP) to Match Cartoon Images to Joke Captions
Learn how to fine tune multimodal models like CLIP to match images to text captions.
Enforcing JSON Outputs in Commercial LLMs
The results of our tests on the structured outputs of Google Gemini Pro, Anthropic Claude, and OpenAI GPT. DataChain used for evaluation.
Announcing DataChain
Introducing DataChain - a new open-source tool to curate and process unstructured data using local ML models, and LLM calls.
Dataset Factory - A Toolchain for Generative Computer Vision Datasets
Learn about our latest approach to mastering your Unstructured Data and metadata.
