Exploring the Evolution of Open LLMs and Future Prospects

Meta shows that scaling won't be a limit for open LLM players in the near future.
This is AI generated audio with Python and 11Labs.
Source code: https://github.com/natolambert/interconnects-tools
Original post: https://www.interconnects.ai/p/llama-3-and-scaling-open-llms

00:00 Llama 3; scaling open LLMs to AGI
01:44 Pretraining, data, and basic evals
06:06 Alignment and human evaluations
10:08 Chatting with Meta AI and Llama 3 70B Instruct
11:55 Same Llama license (mostly)
12:52 The healthy open LLM ecosystem

Fig 1: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/llama3/img_011.jpeg
Fig 2: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/llama3/img_013.png
Fig 3: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/llama3/img_015.png
Fig 4: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/llama3/img_020.png
Fig 5: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/llama3/img_036.png
Fig 6: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/llama3/img_040.png
Fig 7: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/llama3/img_046.jpeg
Fig 8: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/llama3/img_061.png
Fig 9: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/llama3/img_063.webp
Fig 10: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/llama3/img_066.png
Fig 11: https://huggingface.co/datasets/natolambert/interconnects-figures/resolve/main/llama3/img_068.jpeg

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