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[moe] merge moe into main (#4978)
* update moe module * support openmoe
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examples/language/openmoe/model/convert_openmoe_ckpt.sh
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examples/language/openmoe/model/convert_openmoe_ckpt.sh
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python convert_openmoe_ckpt.py --t5x_checkpoint_path /path/to/t5x --config_file /path/to/config --pytorch_dump_path /path/to/save
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