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EPISODE · Jun 15, 2026 · 15 MIN

Llama 2: Open Foundation and Fine-Tuned Chat Models

from Mastering Language Models: From Architecture to Optimization

This episode unpacks the Llama 2 paper as more than a model announcement: it is a stack of base weights, chat tuning, RLHF, safety work, evaluation caveats, and release terms. Maya and Leo connect the paper to a practical on-device assistant team deciding how to use open weights responsibly. Sources: • Llama 2: Open Foundation and Fine-Tuned Chat Models: https://arxiv.org/pdf/2307.09288 • Llama 2 arXiv abstract page: https://arxiv.org/abs/2307.09288 • facebookresearch/llama: https://github.com/facebookresearch/llama • Meta Llama resources and responsible use guide: https://ai.meta.com/llama

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