Create fine-tuned models with NO-CODE for Ollama & LMStudio!

Tim Carambat July 23, 2024
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Tim Carambat

@timcarambat

About

Software Engineer, Founder and CEO of Mintplex Labs. Creator of AnythingLLM and Senate/House Stock Watcher.

Video Description

👋 Hey everyone, Back with a new video highlighting a super cool feature that we just added into AnythingLLM where you can create a full fine-tuned model from your chats and documents and run that **locally** with Ollama and LMStudio - no privacy issues or vendor lock-in. At AnythingLLM we believe models trained from your data are your models - we don't gatekeep this technology or restrict you to a single provider. **This is not a local service** If you want to fine-tune a model locally you can export your data directly from AnythingLLM and do this yourself. A locally running no-code trainer video will be coming soon - subscribe to get notified! Downloading AnythingLLM: https://anythingllm.com/download Star on Github: https://github.com/Mintplex-Labs/anything-llm Send me an email: [email protected] Chapters 0:00 Introduction to no-code fine-tuning with AnythingLLM 0:25 Disclaimers and caveats 0:47 How to download AnythingLLM 1:27 no-code Fine-tuning overview 2:00 Who this video is for 2:37 Gathering good training data with RAG + AnythingLLM 3:44 Reviewing the dataset we will train on 5:28 Fine-tuning vs RAG for the everyday person 7:00 Ordering a fine-tune 8:04 Privacy & Data Handling 8:44 Selecting a base model 9:18 Uploading our dataset 10:32 What happens once you start 10:54 What you get once tuning is done 11:49 Loading our custom fine-tune into Ollama 15:38 Testing our new fine-tune out! 16:43 How to uninstall a custom fine-tune from Ollama 17:30 Loading our custom fine-tune into LMStudio 20:57 Conclusion and Thanks!

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