Janakiram MSV is an analyst, advisor and an architect at Janakiram & Associates. He was the founder and CTO of Get Cloud Ready Consulting, a niche cloud migration and cloud operations firm that got acquired by Aditi Technologies. Through his speaking, writing and analysis, he helps businesses take advantage of the emerging technologies.
1. Llama 3 introduces four new models based on the Llama 2 architecture, available in two sizes: 8 billion and 70 billion parameters. Each size offers a base model and an instruction-tuned version, designed to enhance performance in specific tasks. The instruction-tuned version is meant for powering chatbots that can have a conversation with users., a brand new assistant from Meta , is powered by Llama 3 . The chatbot is available on Meta AI on Facebook, Instagram, WhatsApp and Messenger.
3. All variants of Llama 3 support a context length of 8,000 tokens, allowing for more extended interactions and more complex input handling compared to many previous models. More tokens mean more content that includes both the input prompt from the users and the response from the model.ecosystem, making them readily available to developers. This integration includes tools like transformers and inference endpoints, facilitating easier adoption and application development.
7. The models were trained on a dataset comprising 15 trillion tokens, which is about seven times the size of the dataset used for Llama 2. This extensive training has significantly contributed to the models' improved performance and capabilities. 8. Meta is actively developing more capable versions of Llama 3, with future models expected to exceed 400 billion parameters. These versions aim to support multiple languages and modalities, enhancing the model's versatility and applicability across different regions and formats. The larger model variant is expected to become available later this year.
9. Meta continues to emphasize its commitment to the open-source community by making Llama 3 available for free. This approach not only fosters innovation but also allows for widespread testing and improvement by developers worldwide. Interestingly, Meta calls Llama 3 an openly accessible model without calling it an open source model.Llama 3 marks a significant step forward in the evolution of open models.
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