Text Classification
Transformers
Safetensors
Māori
distilbert
te-reo
maori
content-moderation
text-embeddings-inference
Instructions to use launchaddict/te-reo-moderator with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use launchaddict/te-reo-moderator with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="launchaddict/te-reo-moderator")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("launchaddict/te-reo-moderator") model = AutoModelForSequenceClassification.from_pretrained("launchaddict/te-reo-moderator") - Notebooks
- Google Colab
- Kaggle
Upload folder using huggingface_hub
Browse files- config.json +39 -0
- label_mapping.json +12 -0
- metrics.json +9 -0
- model.safetensors +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +15 -0
- training_args.bin +3 -0
config.json
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{
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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],
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"attention_dropout": 0.1,
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"bos_token_id": null,
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"dim": 768,
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"dropout": 0.1,
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"dtype": "float32",
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"eos_token_id": null,
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"hidden_dim": 3072,
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"id2label": {
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"0": "allow",
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"1": "review",
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"2": "block"
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},
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"initializer_range": 0.02,
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"label2id": {
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"allow": 0,
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"block": 2,
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"review": 1
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"output_past": true,
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"pad_token_id": 0,
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"tie_word_embeddings": true,
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"transformers_version": "5.9.0",
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"use_cache": false,
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"vocab_size": 119547
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}
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label_mapping.json
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{
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"label2id": {
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"allow": 0,
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"review": 1,
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"block": 2
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},
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"id2label": {
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"0": "allow",
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"1": "review",
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"2": "block"
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}
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}
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metrics.json
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{
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"eval_loss": 0.1083219051361084,
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"eval_accuracy": 1.0,
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"eval_f1_macro": 1.0,
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"eval_runtime": 0.0536,
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"eval_samples_per_second": 224.068,
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"eval_steps_per_second": 37.345,
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"epoch": 10.0
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:6c2dfb5459ca343d833aa4fce797b7e0f0a05e91d4a7db0be16f1d140555e3f1
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size 541320452
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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
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{
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"backend": "tokenizers",
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"cls_token": "[CLS]",
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"do_lower_case": false,
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"is_local": false,
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"local_files_only": false,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "BertTokenizer",
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"unk_token": "[UNK]"
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:d6c1ff632be25a78653d3da6db05f33c6d07ba0ff12ffd903a74b0345217bf58
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size 5265
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