Instructions to use shqkel-code/bert-base-nsme with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Keras
How to use shqkel-code/bert-base-nsme with Keras:
# !pip install -U keras tensorflow huggingface_hub # Keras needs TensorFlow installed to read "hf://" paths, so the tensorflow backend is selected here; # "jax" and "torch" also work for computation once TensorFlow is installed. import os os.environ["KERAS_BACKEND"] = "tensorflow" import keras model = keras.saving.load_model("hf://shqkel-code/bert-base-nsme") - Notebooks
- Google Colab
- Kaggle
Upload 5 files
Browse files- .gitattributes +2 -0
- config.json +24 -0
- special_tokens_map.json +37 -0
- transformer_model.keras +3 -0
- transformer_model.keras.weights.data-00000-of-00001 +3 -0
- transformer_model.keras.weights.index +0 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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transformer_model.keras filter=lfs diff=lfs merge=lfs -text
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transformer_model.keras.weights.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
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config.json
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{
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"_name_or_path": "klue/bert-base",
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"transformers_version": "4.46.3",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 32000
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}
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special_tokens_map.json
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{
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"cls_token": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"mask_token": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"sep_token": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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transformer_model.keras
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version https://git-lfs.github.com/spec/v1
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oid sha256:ecb9ef1606393a863a0d44694717a71dcfaec379b21ae902bf971d65daae35a4
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size 122772888
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transformer_model.keras.weights.data-00000-of-00001
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version https://git-lfs.github.com/spec/v1
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oid sha256:8527b971e597fdfbb8c5cea07af3f94b2ffa5e835592fd16f92fb5f169cb6743
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size 122317530
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transformer_model.keras.weights.index
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Binary file (32.9 kB). View file
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