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To improve the inference efficiency of Llama 3 versions, we’ve adopted grouped question attention (GQA) throughout equally the 8B and 70B dimensions. We trained the types on sequences of eight,192 tokens, employing a mask to make sure self-consideration isn't going to cross document boundaries.
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We made numerous new observations on scaling behavior all through the event of Llama 3. As an example, although the Chinchilla-optimal amount of money of coaching compute for an 8B parameter design corresponds to ~200B tokens, we observed that model effectiveness carries on to further improve even once the design is trained on two orders of magnitude extra facts.
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