[Enhance] Simplify the pipeline of training with hf model #1461
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ghstack-source-id: 4ba8384 Pull-Request: InternLM#1449
ghstack-source-id: 8951a52 Pull-Request: InternLM#1450
ghstack-source-id: 4b149b4 Pull-Request: InternLM#1451
The previous `clean_param_name` only matches the "._checkpoint_wrapped_module" which starts with **.**, however, for layers wrapper with checkpoint wrapper, the layer name start with "_checkpoint_wrapped_module" cannot be cleaned for the missing prefix . ghstack-source-id: 9c8da53 Pull-Request: InternLM#1452
…educe code duplication ghstack-source-id: cf0d79c Pull-Request: InternLM#1453
ghstack-source-id: 834b0f1 Pull-Request: InternLM#1454
ghstack-source-id: a221d63 Pull-Request: InternLM#1455
ghstack-source-id: 4b7f8e7 Pull-Request: InternLM#1456
ghstack-source-id: 383761a Pull-Request: InternLM#1457
`torch.autograd.grad` will raise an error if any tensor of `input` does not require gradient, e.g, the frozen `lm_head`. This commit just fix it with a simple control flow. ghstack-source-id: ec3804f Pull-Request: InternLM#1458
ghstack-source-id: ef53340 Pull-Request: InternLM#1460
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