[Qwen LoRA training] fix bug when offloading (#12440)
* fix bug when offload and cache_latents both enabled * fix bug when offload and cache_latents both enabled * fix bug when offload and cache_latents both enabled * fix bug when offload and cache_latents both enabled * fix bug when offload and cache_latents both enabled * fix bug when offload and cache_latents both enabled * fix bug when offload and cache_latents both enabled * fix bug when offload and cache_latents both enabled * fix bug when offload and cache_latents both enabled
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