Research Note

Llama 3.1 Technical Release Source Record

The July 23, 2024 release record should separate the paper, launch post, model card, pretrained weights, instruction-tuned weights, repository utilities, prompt format, l

Aug 4, 20261 min readBy Dalton Anderson

Source conversation

Beyond the Hype: Understanding Llama 3's True Potential

Summary In this episode, Dalton Anderson discusses the research paper 'Herd of LLMs' released by Meta. He provides an overview of the models and their capabilities, the pre-training and post-training processes, and the emphasis on safety. The paper covers topics such as model architecture, tokenization, and data filtering. Dalton highlights the importance of open sourcing research and models, and the potential for businesses to utilize and build upon these models. In this conversation, Dalton Anderson discusses the architecture and training process of the LAMA 3.1 language model. He explains the pre-training and fine-tuning stages, as well as the challenges faced in mathematical reasoning and long context handling. He also highlights the importance of safety measures in open-source models. Overall, the conversation provides insights into the inner workings of LAMA 3.1 and its applications.

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Llama 3.1 Technical Release Source Record

The July 23, 2024 release record should separate the paper, launch post, model card, pretrained weights, instruction-tuned weights, repository utilities, prompt format, license, acceptable-use policy, reported benchmarks, safeguards, and reference system.

The model card identifies 8B, 70B, and 405B text models, 128K context, supported languages, 15T-plus pretraining tokens, a December 2023 knowledge cutoff, intended uses, reported evaluation, and the custom Llama 3.1 Community License.

The license grants specified rights subject to attribution, redistribution, acceptable-use, and large-user commercial terms. Legal review, exact version, and intended use remain required.

Later Llama families are successors. They do not alter the identity, license, or evidence of Llama 3.1.

Sources

Follow the evidence.

Introducing Llama 3.1ai.meta.com
ai.meta.com: the llama 3 herd of modelsai.meta.com
arxiv.org: 1810arxiv.org
crfm.stanford.edu: indexcrfm.stanford.edu
arxiv.org: 2203arxiv.org
open.spotify.com: 0iRBPcPw9iYjpUVAVWSkRCopen.spotify.com
NIST AI Risk Management Frameworknist.gov
github.com: MODEL CARDgithub.com
daltonanderson.ghost.io: metas llama 3 1 inside the ai research paperdaltonanderson.ghost.io
Meta Llama models repositorygithub.com
arxiv.org: 2001arxiv.org
youtu.be: UMhmWCor1kYyoutu.be
github.com: LICENSEgithub.com