Instructions to use VINAY-UMRETHE/tiny-refusal-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use VINAY-UMRETHE/tiny-refusal-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="VINAY-UMRETHE/tiny-refusal-classifier")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("VINAY-UMRETHE/tiny-refusal-classifier") model = AutoModelForSequenceClassification.from_pretrained("VINAY-UMRETHE/tiny-refusal-classifier", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit ·
ca10685
0
Parent(s):
Super-squash branch 'main' using huggingface_hub
Browse files- .gitattributes +35 -0
- README.md +9 -0
- config.json +72 -0
- model.safetensors +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +24 -0
.gitattributes
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README.md
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---
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library_name: transformers
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base_model:
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- VINAY-UMRETHE/Refusal-Classifier
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---
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# Tiny Randomly Initialized
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**Model:** [VINAY-UMRETHE/Refusal-Classifier](https://huggingface.co/VINAY-UMRETHE/Refusal-Classifier)
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config.json
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{
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"architectures": [
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"ModernBertForSequenceClassification"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 50281,
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"classifier_activation": "gelu",
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"classifier_bias": false,
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"classifier_dropout": 0.0,
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"classifier_pooling": "mean",
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"cls_token_id": 50281,
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"decoder_bias": true,
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"deterministic_flash_attn": false,
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"dtype": "float32",
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"embedding_dropout": 0.0,
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"eos_token_id": 50282,
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"global_attn_every_n_layers": 3,
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"gradient_checkpointing": false,
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"hidden_activation": "gelu",
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"hidden_size": 32,
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"id2label": {
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"0": "compliant",
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"1": "full_refusal",
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"2": "partial_refusal",
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"3": "capability_limitation",
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"4": "clarification"
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},
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"initializer_cutoff_factor": 2.0,
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"initializer_range": 0.02,
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"intermediate_size": 128,
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"label2id": {
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"capability_limitation": 3,
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"clarification": 4,
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"compliant": 0,
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"full_refusal": 1,
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"partial_refusal": 2
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},
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"layer_norm_eps": 1e-05,
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"layer_types": [
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"full_attention",
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"sliding_attention"
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],
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"local_attention": 128,
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"max_position_embeddings": 8192,
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"mlp_bias": false,
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"mlp_dropout": 0.0,
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"model_type": "modernbert",
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"norm_bias": false,
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"norm_eps": 1e-05,
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"num_attention_heads": 1,
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"num_hidden_layers": 2,
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"pad_token_id": 50283,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"rope_parameters": {
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"full_attention": {
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"rope_theta": 160000.0,
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"rope_type": "default"
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},
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"sliding_attention": {
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"rope_theta": 10000.0,
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"rope_type": "default"
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}
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},
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"sep_token_id": 50282,
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"sparse_pred_ignore_index": -100,
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"sparse_prediction": false,
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"tie_word_embeddings": true,
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"transformers_version": "5.18.0",
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"vocab_size": 50368
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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 sha256:3d9a05ea811a6d04a6234a0b1a4e416e85b8ee804eba620a4fba6a560cc58def
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size 6585388
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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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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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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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"max_length": 8192,
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"model_input_names": [
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"input_ids",
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"attention_mask"
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],
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"model_max_length": 8192,
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"pad_to_multiple_of": null,
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"pad_token": "[PAD]",
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"pad_token_type_id": 0,
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"padding_side": "right",
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"sep_token": "[SEP]",
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"stride": 0,
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"tokenizer_class": "TokenizersBackend",
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"truncation_side": "right",
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"truncation_strategy": "longest_first",
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"unk_token": "[UNK]"
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}
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