NuMind specializes in creating custom NLP models for information extraction tasks such as classification, entity recognition, and structured extraction. Their lightweight models are more efficient and cost-effective compared to generic options, and they prioritize user privacy.
Start by creating an account, then access the tools to build tailored NLP models for your information extraction needs.
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Social Listening
NuExtract: An LLM that extracts information
In this video, we're going to learn about NuExtract, an LLM designed for structured extraction of information from documents. It's fine tuned on top of Phi3.5 and we're going to use it via Ollama. Timestamps 00:00 - Intro to NuExtract 00:58 - Functions to call NuExtract with Ollama 01:40 - The Hello World example 02:08 - Social media post 02:39 - Weather information 03:13 - Chocolate cake recipe 03:37 - Resume work experience Resources 🟡 Code - https://github.com/mneedham/LearnDataWithMark/tree/main/nuextract-playground 🟡 Nuextract blog - https://numind.ai/blog/nuextract-1-5---multilingual-infinite-context-still-small-and-better-than-gpt-4o 🟡 nuextract on Ollama - https://ollama.com/library/nuextract
NuMind Presentation
Presentation of NuMind by Etienne, Co-Founder and CEO. Release blog post: https://numind.ai/blog/numind-is-out Get started: https://numind.ai/signup Join our Discord server: https://discord.gg/6psqEZSUDr Check our open-source foundation models: https://huggingface.co/numind
NuExtract 1.5
Presentation of NuExtract 1.5, a lightweight open-source model to extract structured information (JSON) from text. - blog post: https://numind.ai/blog/nuextract-1-5---multilingual-infinite-context-still-small-and-better-than-gpt-4o - model: https://huggingface.co/numind/NuExtract-v1.5 - playground: https://huggingface.co/spaces/numind/NuExtract-v1.5
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