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  The *OpenAI* API allows to retrieve log-probabilities per token (including both prompt and completion tokens) through the ``logprobs`` return argument. Currently, the ``CausalLM`` only provide ``logits`` return values, which should are the prediction scores of the language modeling head (scores for each vocabulary token before SoftMax).
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  The following code provides an example of how to retrieve the log-probabilities per token of ``CausalLMs`` for the huggingface API:
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+ license: cc-by-2.0
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+ tags:
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+ - logprobs
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+ - logits
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+ - CausalLM
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+ ---
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  The *OpenAI* API allows to retrieve log-probabilities per token (including both prompt and completion tokens) through the ``logprobs`` return argument. Currently, the ``CausalLM`` only provide ``logits`` return values, which should are the prediction scores of the language modeling head (scores for each vocabulary token before SoftMax).
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  The following code provides an example of how to retrieve the log-probabilities per token of ``CausalLMs`` for the huggingface API: