Week 7 - Evaluation of LLM outputs and structured outputs

today's schedule

• Quiz

• Short Recap

• Short presentation of current status

• Breakout Session ‘Next Steps’

• Homework for next week

resources

687KB

231212_Evaluation of LLM outputs and structured output.pptx (1).pdf

pdf

homework

• Take a look at this article: https://blog.n8n.io/open-source-llm/

• Take a look at some open-source / open-access LLM frameworks:

• • Ollama (Mac, Linux):

    • https://www.youtube.com/watch?v=Ox8hhpgrUi0

    • https://www.youtube.com/watch?v=k_1pOF1mj8k

  • LM Studio (Windows, Mac, Linux): - --https://medium.com/@genebernardin/running-llms-locally-using-lm-studio-38070f286413

  • GPT4All

• Test some open-source/open-access LLMs either locally downloaded or in HuggingFace spaces or any other test environment (e.g. HuggingChat, H2O.ai, etc.)

  • Do you see significant differences in the output of proprietary and open-source/open-access LLMs?