@LlamaIndex is the leading data framework for building LLM applications and Gradient.AI helps you automate your AI operations. Putting them together we can fine tune a NousHermes2 LLM model in less than 5 mins.
In this video we will use Gradient.AI's API key and workspace to fine tune with LlamaIndex python libraries.
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0:00 Introduction
0:20 What is Gradient AI
0:58 Installing libraries
1:20 Getting Access token and workspace id
2:49 Setting prompts
3:34 Testing prompts on base model
4:14 Fine tuning nous hermes2 model
6:12 Comparing base model and fine tuned model responses
7:04 Conclusion
7:33 Like Share and Subscribe
Colab notebook - https://colab.research.google.com/gis...
Data json - https://gist.github.com/ruchibahl18/5...
Reference - https://docs.llamaindex.ai/en/stable/...
Gradient AI - https://gradient.ai/