Instructions to use raykallen/cybert_apache_parser with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use raykallen/cybert_apache_parser with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="raykallen/cybert_apache_parser")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("raykallen/cybert_apache_parser") model = AutoModelForTokenClassification.from_pretrained("raykallen/cybert_apache_parser", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download config.json from raykallen/cybert_apache_parser: direct link, hf CLI and curl.
- Browser
- Download file 1.35 kB
-
https://huggingface.co/raykallen/cybert_apache_parser/resolve/refs%2Fpr%2F1/config.json
- Command line
-
hf download hf://raykallen/cybert_apache_parser@refs/pr/1/config.json
-
curl -L -o config.json https://huggingface.co/raykallen/cybert_apache_parser/resolve/refs%2Fpr%2F1/config.json
1.35 kB
| { | |
| "architectures": [ | |
| "BertForTokenClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "gradient_checkpointing": false, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "[PAD]", | |
| "1": "request_http_ver", | |
| "2": "request_url", | |
| "3": "request_header_referer", | |
| "4": "request_header_user_agent__os__family", | |
| "5": "time_received", | |
| "6": "response_bytes_clf", | |
| "7": "remote_host", | |
| "8": "request_header_user_agent", | |
| "9": "request_method", | |
| "10": "remote_user", | |
| "11": "error_level", | |
| "12": "error_message", | |
| "13": "status", | |
| "14": "X", | |
| "15": "other" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "X": 14, | |
| "[PAD]": 0, | |
| "error_level": 11, | |
| "error_message": 12, | |
| "other": 15, | |
| "remote_host": 7, | |
| "remote_user": 10, | |
| "request_header_referer": 3, | |
| "request_header_user_agent": 8, | |
| "request_header_user_agent__os__family": 4, | |
| "request_http_ver": 1, | |
| "request_method": 9, | |
| "request_url": 2, | |
| "response_bytes_clf": 6, | |
| "status": 13, | |
| "time_received": 5 | |
| }, | |
| "layer_norm_eps": 1e-12, | |
| "max_position_embeddings": 512, | |
| "model_type": "bert", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 12, | |
| "pad_token_id": 0, | |
| "type_vocab_size": 2, | |
| "vocab_size": 28996 | |
| } | |