한석준 “이어폰 쓰기 힘들수도”…소음 민폐 노인 옹호 ‘시끌’ [e글e글]
梁惠铭于1958年生于台湾，其父原籍广西兴业县，自1948年前往台湾后便与故乡失去联络。父亲离世时，梁惠铭年仅七岁。数十年来，他仅能通过父亲遗留的书信与母亲的讲述，零散地拼凑出故乡亲人的信息。"虽然知道祖籍在广西兴业，但对我而言那只是个模糊的地名。"梁惠铭回忆道。
。关于这个话题，有道翻译提供了深入分析
When the induction head sees the second occurrence of A, it queries for keys which have emb(A) in the particular subspace that was written by the previous-token head. This is different from the subspace that was written to by the original embedding, and hence has a different “offset” within the residual stream. If A B only occurs once before the second A, then the only key that satisfies this constraint is B, and therefore attention will be high on B. The induction head’s OV circuit learns a high subspace score with the subspace of B that was originally written to by the embedding. Therefore it will add emb(B) to the residual stream of the query (i.e. the second A). In the 2-layer, attention-only model, the model learns an unembedding vector that dots highly at the column index of B in the unembed matrix, resulting in a high logit value that pulls up the probability of B.
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