Instructions to use Databook/db-TinyBERT with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Databook/db-TinyBERT with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("Databook/db-TinyBERT", device_map="auto") - Notebooks
- Google Colab
- Kaggle
File size: 382 Bytes
d161e57 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 | {
"attention_probs_dropout_prob": 0.1,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 128,
"initializer_range": 0.02,
"intermediate_size": 512,
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 2,
"num_hidden_layers": 2,
"pad_token_id": 0,
"type_vocab_size": 2,
"vocab_size": 30522
}
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