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gspo: GSPO loss + DeepSpeed parity fixes (loss/grad divisors, SDP, fp32_lm_head, docs_per_step, temperature) #502

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gspo: dispatch via self._forward = <kernel> instead of wrapper method

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gspo: GSPO loss + DeepSpeed parity fixes (loss/grad divisors, SDP, fp32_lm_head, docs_per_step, temperature) #502

gspo: dispatch via self._forward = <kernel> instead of wrapper method
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