Text Classification
Transformers
Safetensors
bert
numberwang
character-level
multilingual
tiny
Eval Results (legacy)
text-embeddings-inference
Instructions to use graafhenk/numberwang with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use graafhenk/numberwang with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="graafhenk/numberwang")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("graafhenk/numberwang") model = AutoModelForSequenceClassification.from_pretrained("graafhenk/numberwang", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download tokenizer.json from graafhenk/numberwang: direct link, hf CLI and curl.
- Browser
- Download file 3 kB
-
https://huggingface.co/graafhenk/numberwang/resolve/main/tokenizer.json
- Command line
-
hf download hf://graafhenk/numberwang/tokenizer.json
-
curl -L -o tokenizer.json https://huggingface.co/graafhenk/numberwang/resolve/main/tokenizer.json
3 kB
| { | |
| "version": "1.0", | |
| "truncation": { | |
| "direction": "Right", | |
| "max_length": 64, | |
| "strategy": "LongestFirst", | |
| "stride": 0 | |
| }, | |
| "padding": { | |
| "strategy": { | |
| "Fixed": 64 | |
| }, | |
| "direction": "Right", | |
| "pad_to_multiple_of": null, | |
| "pad_id": 0, | |
| "pad_type_id": 0, | |
| "pad_token": "[PAD]" | |
| }, | |
| "added_tokens": [ | |
| { | |
| "id": 0, | |
| "content": "[PAD]", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| { | |
| "id": 1, | |
| "content": "[UNK]", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| { | |
| "id": 2, | |
| "content": "[CLS]", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| { | |
| "id": 3, | |
| "content": "[SEP]", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| }, | |
| { | |
| "id": 4, | |
| "content": "[MASK]", | |
| "single_word": false, | |
| "lstrip": false, | |
| "rstrip": false, | |
| "normalized": false, | |
| "special": true | |
| } | |
| ], | |
| "normalizer": { | |
| "type": "Lowercase" | |
| }, | |
| "pre_tokenizer": { | |
| "type": "Split", | |
| "pattern": { | |
| "Regex": "." | |
| }, | |
| "behavior": "Isolated", | |
| "invert": false | |
| }, | |
| "post_processor": { | |
| "type": "TemplateProcessing", | |
| "single": [ | |
| { | |
| "Sequence": { | |
| "id": "A", | |
| "type_id": 0 | |
| } | |
| } | |
| ], | |
| "pair": [ | |
| { | |
| "Sequence": { | |
| "id": "A", | |
| "type_id": 0 | |
| } | |
| }, | |
| { | |
| "Sequence": { | |
| "id": "B", | |
| "type_id": 1 | |
| } | |
| } | |
| ], | |
| "special_tokens": {} | |
| }, | |
| "decoder": null, | |
| "model": { | |
| "type": "WordLevel", | |
| "vocab": { | |
| "[PAD]": 0, | |
| "[UNK]": 1, | |
| "[CLS]": 2, | |
| "[SEP]": 3, | |
| "[MASK]": 4, | |
| " ": 5, | |
| "$": 6, | |
| "%": 7, | |
| "'": 8, | |
| "(": 9, | |
| ")": 10, | |
| "*": 11, | |
| "+": 12, | |
| ",": 13, | |
| "-": 14, | |
| ".": 15, | |
| "/": 16, | |
| "0": 17, | |
| "1": 18, | |
| "2": 19, | |
| "3": 20, | |
| "4": 21, | |
| "5": 22, | |
| "6": 23, | |
| "7": 24, | |
| "8": 25, | |
| "9": 26, | |
| ":": 27, | |
| "a": 28, | |
| "b": 29, | |
| "c": 30, | |
| "d": 31, | |
| "e": 32, | |
| "f": 33, | |
| "g": 34, | |
| "h": 35, | |
| "i": 36, | |
| "j": 37, | |
| "k": 38, | |
| "l": 39, | |
| "m": 40, | |
| "n": 41, | |
| "o": 42, | |
| "p": 43, | |
| "q": 44, | |
| "r": 45, | |
| "s": 46, | |
| "t": 47, | |
| "u": 48, | |
| "v": 49, | |
| "w": 50, | |
| "x": 51, | |
| "y": 52, | |
| "z": 53, | |
| "£": 54, | |
| "ß": 55, | |
| "ä": 56, | |
| "å": 57, | |
| "é": 58, | |
| "ê": 59, | |
| "ë": 60, | |
| "ó": 61, | |
| "ö": 62, | |
| "ü": 63, | |
| "ą": 64, | |
| "ć": 65, | |
| "ę": 66, | |
| "ś": 67, | |
| "€": 68 | |
| }, | |
| "unk_token": "[UNK]" | |
| } | |
| } |