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Llama 3

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Llama 3 is a powerful large language model (LLM) developed and released by Meta (formerly Facebook) in April 2024. It is a state-of-the-art AI model that excels at language understanding, generation, and complex tasks like translation, code generation, and dialogue.

Overview

Llama 3 is available in two sizes - 8 billion parameters (8B) and 70 billion parameters (70B), with both pre-trained and instruction-tuned variants.
It has been trained on a massive dataset of over 15 trillion tokens, 7 times larger than Llama 2, including 4 times more code.
Llama 3 supports a context window of 8,192 tokens, double the capacity of Llama 2.
It utilizes advanced techniques like Grouped Query Attention for improved scalability and performance.

Capabilities

Llama 3 demonstrates state-of-the-art performance on various benchmarks, outperforming previous models like Llama 2 and GPT-3.
It excels at tasks like language understanding, reasoning, code generation, and instruction following.
The instruction-tuned variants are optimized for dialogue and chat use cases, outperforming many open-source chat models.

Availability and Usage

Llama 3 is openly available and can be downloaded from Meta's website or accessed through cloud platforms like Google Cloud, IBM, and AWS.
It can be run locally using open-source tools like GPT4All and Ollama, enabling integration into applications and development environments like VSCode.
Meta provides resources like a Getting Started Guide, Responsible Use Guide, and Model Card to facilitate safe and responsible usage.

Safety and Responsibility

Meta has implemented various safety measures, including Llama Guard 2 for content filtering and Code Shield for detecting insecure code.
The Responsible Use Guide outlines principles and recommendations for responsible development with LLMs.
Meta encourages thorough checking and filtering of inputs and outputs based on specific use cases and guidelines.