Instructions to use Parsa/BBB_prediction_classification_SMILES with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Parsa/BBB_prediction_classification_SMILES with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Parsa/BBB_prediction_classification_SMILES")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Parsa/BBB_prediction_classification_SMILES") model = AutoModelForSequenceClassification.from_pretrained("Parsa/BBB_prediction_classification_SMILES", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download tokenizer_config.json from Parsa/BBB_prediction_classification_SMILES: direct link, hf CLI and curl.
- Browser
- Download file 1.34 kB
-
https://huggingface.co/Parsa/BBB_prediction_classification_SMILES/resolve/main/tokenizer_config.json
- Command line
-
hf download hf://Parsa/BBB_prediction_classification_SMILES/tokenizer_config.json
-
curl -L -o tokenizer_config.json https://huggingface.co/Parsa/BBB_prediction_classification_SMILES/resolve/main/tokenizer_config.json
1.34 kB
| {"unk_token": {"content": "[UNK]", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "bos_token": {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "eos_token": {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "add_prefix_space": false, "errors": "replace", "sep_token": {"content": "[SEP]", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "cls_token": {"content": "[CLS]", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "pad_token": {"content": "[PAD]", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "mask_token": {"content": "[MASK]", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "trim_offsets": true, "max_len": 512, "special_tokens_map_file": "/content/drive/My Drive/Project De Novo/Molecule Transformer/SMILES_tokenized_PubChem_shard00_100k/checkpoint-60000/special_tokens_map.json", "full_tokenizer_file": null, "name_or_path": "/content/outputs/best_model", "do_lower_case": false, "tokenizer_class": "RobertaTokenizer"} |