change up logic so we always truncate to top_k
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@@ -74,11 +74,13 @@ class ChatTemplateStrategyWithKD(ChatTemplateStrategy):
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if input_padding_len < 0:
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# logprobs is longer than target_seq_len,
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# so we need to slice from the left/beginning of logprobs
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# and truncate the second dimension of the logprobs to top_k
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logprobs = logprobs[:-input_seq_len, :top_k]
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logprobs = logprobs[:-input_seq_len]
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input_padding_len = 0
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# target_seq_len = input_seq_len
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# truncate the second dimension of the logprobs to top_k
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logprobs = logprobs[:, :top_k]
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# fill with -inf for padding_len tokens for top_k tokens
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# extend target_logprobs with a padding_len x top_k 2D list filled with -inf
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