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Meta-Llama-3-8B

Meta's Llama 3 8B base model, pretrained on over 15 trillion tokens with an expanded 128K token vocabulary. It serves as the foundation for instruction-tuned and task-specific finetunes in the Llama 3 ecosystem.

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From the model card

Fields below are copied from the tags and counters on the HuggingFace repository meta-llama/Meta-Llama-3-8B at our last fetch. They are set by the uploader, not verified by us; rows with no tag are omitted. How this page is made.

Publisher (HF namespace)
meta-llama
Pipeline tag
text-generation
Library
Transformers
Framework tags
PyTorch
Weight formats
safetensors
License tag
llama3 — read the license file in the repo before relying on it
Language tags
English (en)
Downloads (HF counter at last fetch)
421,235
Likes (HF counter at last fetch)
6,643
Model card
https://huggingface.co/meta-llama/Meta-Llama-3-8B

Use cases

  • Base for supervised fine-tuning on domain-specific tasks
  • Continued pretraining for specialized corpora
  • Benchmark baseline for 7–8B class language models
  • Local LLM deployment where Llama 3.1/3.2 is unavailable

Pros

  • Llama 3 license permits broad commercial use (with Meta's terms)
  • 128K vocabulary improves non-English tokenization efficiency
  • Strong coding and reasoning base for its parameter class
  • Wide ecosystem support across vLLM, llama.cpp, Ollama

Cons

  • Base model requires fine-tuning for chat or instruction following
  • Llama 3.1 and 3.2 supersede it with improved quality
  • 128K context available only in Llama 3.1 variant
  • Cannot be used to train models that compete with Meta's offerings

Tags

transformerssafetensorsllamatext-generationfacebookmetapytorchllama-3enlicense:llama3eval-resultstext-generation-inferenceendpoints_compatibleregion:usdeploy:sagemaker