| { |
| "module": "keras_hub.src.models.mpnet.mpnet_text_embedder", |
| "class_name": "MPNetTextEmbedder", |
| "config": { |
| "backbone": { |
| "module": "keras_hub.src.models.mpnet.mpnet_backbone", |
| "class_name": "MPNetBackbone", |
| "config": { |
| "name": "mp_net_backbone", |
| "trainable": true, |
| "dtype": { |
| "module": "keras", |
| "class_name": "DTypePolicy", |
| "config": { |
| "name": "float32" |
| }, |
| "registered_name": null |
| }, |
| "vocabulary_size": 30527, |
| "num_layers": 12, |
| "num_heads": 12, |
| "hidden_dim": 768, |
| "intermediate_dim": 3072, |
| "dropout": 0.1, |
| "max_sequence_length": 512, |
| "layer_norm_epsilon": 1e-05 |
| }, |
| "registered_name": "keras_hub>MPNetBackbone" |
| }, |
| "preprocessor": { |
| "module": "keras_hub.src.models.mpnet.mpnet_text_embedder_preprocessor", |
| "class_name": "MPNetTextEmbedderPreprocessor", |
| "config": { |
| "name": "mp_net_text_embedder_preprocessor", |
| "trainable": true, |
| "dtype": { |
| "module": "keras", |
| "class_name": "DTypePolicy", |
| "config": { |
| "name": "float32" |
| }, |
| "registered_name": null |
| }, |
| "tokenizer": { |
| "module": "keras_hub.src.models.mpnet.mpnet_tokenizer", |
| "class_name": "MPNetTokenizer", |
| "config": { |
| "name": "mp_net_tokenizer", |
| "trainable": true, |
| "dtype": { |
| "module": "keras", |
| "class_name": "DTypePolicy", |
| "config": { |
| "name": "int32" |
| }, |
| "registered_name": null |
| }, |
| "config_file": "tokenizer.json", |
| "vocabulary": null, |
| "sequence_length": null, |
| "lowercase": true, |
| "strip_accents": true, |
| "split": true, |
| "suffix_indicator": "##", |
| "oov_token": "[UNK]", |
| "special_tokens": null, |
| "special_tokens_in_strings": false |
| }, |
| "registered_name": "keras_hub>MPNetTokenizer" |
| }, |
| "config_file": "preprocessor.json", |
| "sequence_length": 384, |
| "truncate": "round_robin" |
| }, |
| "registered_name": "keras_hub>MPNetTextEmbedderPreprocessor" |
| }, |
| "name": "mp_net_text_embedder", |
| "pooling_mode": "mean", |
| "normalize": true |
| }, |
| "registered_name": "keras_hub>MPNetTextEmbedder" |
| } |
