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Llama 3.1 Variant Selection Record

The official Llama 3.1 release includes 8B, 70B, and 405B parameter scales, with pretrained and instruction-tuned forms. The model card records supported languages, conte

Aug 4, 20261 min readBy Dalton Anderson
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Llama 3.1 Variant Selection Record

The official Llama 3.1 release includes 8B, 70B, and 405B parameter scales, with pretrained and instruction-tuned forms. The model card records supported languages, context, intended use, architecture, evaluation, and safety information.

Selection must begin with a bounded workload and matched evaluation. Record exact model identity, base or instruct form, source, files, hashes, tokenizer, prompt format, precision, quantization, conversion, runtime, hardware, context, quality, latency, throughput, cost, safety, and license.

A larger parameter count is not an automatic deployment recommendation. A third-party conversion or quantization is a distinct artifact.

Sources

Follow the evidence.

  1. Introducing Llama 3.1ai.meta.com
  2. ai.meta.com: the llama 3 herd of modelsai.meta.com
  3. cloud.google.com: prompt design strategiescloud.google.com
  4. daltonanderson.ghost.io: unlocking llama 3 1 metas open source ai revolutiondaltonanderson.ghost.io
  5. docs.cloud.google.com: tune modelsdocs.cloud.google.com
  6. docs.cloud.google.com: rag quickstartdocs.cloud.google.com
  7. docs.nvidia.com: benchmarkingdocs.nvidia.com
  8. genai.owasp.org: owasp top 10 for llm applications 2025genai.owasp.org
  9. Meta Llama models repositorygithub.com
  10. github.com: LICENSEgithub.com
  11. github.com: MODEL CARDgithub.com
  12. github.com: USE POLICYgithub.com
  13. github.com: PurpleLlamagithub.com
  14. huggingface.co: modelshuggingface.co
  15. huggingface.co: model memory anatomyhuggingface.co
  16. open.spotify.com: 6DI2GolY5QTfflWBunE2xiopen.spotify.com
  17. opensource.org: open source ai definitionopensource.org
  18. owasp.org: www project top 10 for large language model applicationsowasp.org
  19. NIST AI Risk Management Frameworknist.gov
  20. NIST: Artificial Intelligence Risk Management Framework, Generative Artificial Intelligence Profilenist.gov
  21. youtu.be: gg2I5iO1x0oyoutu.be

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