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| # HF architecture dict: | |
| arch_dict = { | |
| # https://huggingface.co/docs/transformers/model_doc/roberta#roberta | |
| "roberta": { | |
| "config_names": { | |
| "context_length": "max_position_embeddings", | |
| "vocab_size": "vocab_size", | |
| "width": "hidden_size", | |
| "heads": "num_attention_heads", | |
| "layers": "num_hidden_layers", | |
| "layer_attr": "layer", | |
| "token_embeddings_attr": "embeddings" | |
| }, | |
| "pooler": "mean_pooler", | |
| }, | |
| # https://huggingface.co/docs/transformers/model_doc/xlm-roberta#transformers.XLMRobertaConfig | |
| "xlm-roberta": { | |
| "config_names": { | |
| "context_length": "max_position_embeddings", | |
| "vocab_size": "vocab_size", | |
| "width": "hidden_size", | |
| "heads": "num_attention_heads", | |
| "layers": "num_hidden_layers", | |
| "layer_attr": "layer", | |
| "token_embeddings_attr": "embeddings" | |
| }, | |
| "pooler": "mean_pooler", | |
| }, | |
| # https://huggingface.co/docs/transformers/model_doc/mt5#mt5 | |
| "mt5": { | |
| "config_names": { | |
| # unlimited seqlen | |
| # https://github.com/google-research/text-to-text-transfer-transformer/issues/273 | |
| # https://github.com/huggingface/transformers/blob/v4.24.0/src/transformers/models/t5/modeling_t5.py#L374 | |
| "context_length": "", | |
| "vocab_size": "vocab_size", | |
| "width": "d_model", | |
| "heads": "num_heads", | |
| "layers": "num_layers", | |
| "layer_attr": "block", | |
| "token_embeddings_attr": "embed_tokens" | |
| }, | |
| "pooler": "mean_pooler", | |
| }, | |
| # https://huggingface.co/docs/transformers/model_doc/bert | |
| "bert": { | |
| "config_names": { | |
| "context_length": "max_position_embeddings", | |
| "vocab_size": "vocab_size", | |
| "width": "hidden_size", | |
| "heads": "num_attention_heads", | |
| "layers": "num_hidden_layers", | |
| }, | |
| "pooler": "cls_pooler", | |
| }, | |
| } | |