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ALiBi Enables Context Extrapolation Beyond Training Length

ALiBi allows our model trained on 8192 context length to extrapolate well up to 9216 tokens out of the box. We also show that ALiBi models only achieve near-perfect extrapolation when they are severely undertrained (<1 tokens/parameter).

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