Models

Papers

• Arxiv paper: On the Opportunities and Risks of Foundation Models, 2021, Stanford Institute for Human-Centered Artificial Intelligence (HAI)

Model overviews

• https://book.premai.io/state-of-open-source-ai/models/

Finetuning

• https://blog.skypilot.co/finetuning-llama2-operational-guide/
• https://book.premai.io/state-of-open-source-ai/fine-tuning/

Tutorials

• https://www.youtube.com/watch?app=desktop&v=jkrNMKz9pWU - A Hackers’ Guide to Language Models by Jeremy Howard

Leaderboards

• https://fasteval.github.io/FastEval/
• https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard

Multimodality

• https://huyenchip.com/2023/10/10/multimodal.html

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