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Browse files- .gitattributes +1 -0
- models/config.json +34 -0
- models/model.safetensors +3 -0
- models/model_card.json +33 -0
- models/tokenizer.json +0 -0
- models/tokenizer_config.json +14 -0
.gitattributes
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models/model.safetensors filter=lfs diff=lfs merge=lfs -text
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models/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": "LABEL_0"
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},
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"initializer_range": 0.02,
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"label2id": {
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"LABEL_0": 0
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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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"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": "5.1.0",
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"use_cache": false,
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"vocab_size": 30522
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}
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models/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:12e6d9c925bc97b0af4bacef0227a1a4cbb1f8832d54dc4edee672cfcaf58f1b
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size 267829484
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models/model_card.json
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{
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"base_model": "distilbert-base-uncased",
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"task": "binary_commercial_review_quality_top25",
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"threshold_used": 0.05,
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"metrics": {
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"thr": 0.05,
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"precision": 0.2507462686567164,
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"recall": 1.0,
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"f1": 0.4009546539379475,
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"accuracy": 0.2507462686567164,
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"roc_auc": 0.5060235249478278,
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"pr_auc": 0.2709347706047002
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},
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"training_history": {
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"lr": 2e-05,
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"eval_loss": 0.7106096744537354,
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"eval_precision": 0.328125,
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"eval_recall": 0.25,
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"eval_f1": 0.28378378378378377,
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"eval_roc_auc": 0.5060235249478278,
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"eval_pr_auc": 0.2709347706047002,
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"eval_accuracy": 0.6835820895522388,
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"eval_runtime": 77.1387,
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"eval_samples_per_second": 4.343,
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"eval_steps_per_second": 0.272,
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"epoch": 4.0
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},
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"paths": {
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"best_run": "C:\\Users\\fr33c\\OneDrive\\Desktop\\SlushSense-ai\\models\\deberta_commercial_top25",
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"tokenizer_dir": "C:\\Users\\fr33c\\OneDrive\\Desktop\\SlushSense-ai\\models\\deberta_commercial_top25\\tokenizer",
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"weights_dir": "C:\\Users\\fr33c\\OneDrive\\Desktop\\SlushSense-ai\\models\\deberta_commercial_top25\\model_safetensors"
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}
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}
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models/tokenizer.json
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models/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": true,
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"is_local": 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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