Llama 2 Long is an extension of Llama 2, an open-source AI model that Meta released in the summer.
However, Llama 2 Long has been trained on more data that contains longer texts and has been modified to handle longer sequences of information. This allows it to outperform other models such as OpenAI's GPT-3.5 Turbo and Claude 2, which have limitations on how much context they can use to generate responses.researchers used different versions of Llama 2, ranging from 7 billion to 70 billion parameters, which are the values that the AI model can adjust as it learns from data.
They reduced the rotation angle of the RoPE encoding from Llama 2 to Llama 2 Long, which enabled them to include more tokens that are far apart or less frequent in the model's knowledge base.
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