Add DistilRoberta Model to OSS (cherry picked commit) #1998
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Summary: This diff adds a DistilRoberta to torchtext oss This model is a distilled version of the full Roberta Base model. Weights for this model are taken from HF https://huggingface.co/distilroberta-base The state dict is loaded and modified to work with the internal Roberta implementation here: https://www.internalfb.com/intern/anp/view/?id=2794739 Comparison of DistilRoberta to Roberta-base on the GLUE benchmark (as reported here https://github.com/huggingface/transformers/blob/main/examples/research_projects/distillation/README.md) {F806809901} DistilRoBERTa reaches 95% of RoBERTa-base's performance on GLUE while being twice faster and 35% smaller. Reviewed By: Nayef211 Differential Revision: D41590601 fbshipit-source-id: 394d10c45bbee5d2e71e14e30edf9b1a9d9380e6
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check failures look unrelated |
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I think you need to rebase on |
Summary: This diff adds a DistilRoberta to torchtext oss This model is a distilled version of the full Roberta Base model. Weights for this model are taken from HF https://huggingface.co/distilroberta-base The state dict is loaded and modified to work with the internal Roberta implementation here: https://www.internalfb.com/intern/anp/view/?id=2794739 Comparison of DistilRoberta to Roberta-base on the GLUE benchmark (as reported here https://github.com/huggingface/transformers/blob/main/examples/research_projects/distillation/README.md) {F806809901} DistilRoBERTa reaches 95% of RoBERTa-base's performance on GLUE while being twice faster and 35% smaller. Reviewed By: Nayef211 Differential Revision: D41590601 fbshipit-source-id: 394d10c45bbee5d2e71e14e30edf9b1a9d9380e6
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Summary:
This diff adds a DistilRoberta to torchtext oss
This model is a distilled version of the full Roberta Base model. Weights for this model are taken from HF https://huggingface.co/distilroberta-base
The state dict is loaded and modified to work with the internal Roberta implementation here: https://www.internalfb.com/intern/anp/view/?id=2794739
Comparison of DistilRoberta to Roberta-base on the GLUE benchmark (as reported here https://github.com/huggingface/transformers/blob/main/examples/research_projects/distillation/README.md) {F806809901}
DistilRoBERTa reaches 95% of RoBERTa-base's performance on GLUE while being twice faster and 35% smaller.
Reviewed By: Nayef211
Differential Revision: D41590601
fbshipit-source-id: 394d10c45bbee5d2e71e14e30edf9b1a9d9380e6