Upload folder using huggingface_hub
Browse files- .gitattributes +2 -0
- README.md +26 -0
- autotrain-data/train/.nfs000000000fb46a240000000e +3 -0
- autotrain-data/validation/.nfs000000000fb46a270000000d +3 -0
- checkpoint-294/config.json +35 -0
- checkpoint-294/model.safetensors +3 -0
- checkpoint-294/optimizer.pt +3 -0
- checkpoint-294/rng_state_0.pth +3 -0
- checkpoint-294/rng_state_1.pth +3 -0
- checkpoint-294/rng_state_2.pth +3 -0
- checkpoint-294/rng_state_3.pth +3 -0
- checkpoint-294/scheduler.pt +3 -0
- checkpoint-294/trainer_state.json +262 -0
- checkpoint-294/training_args.bin +3 -0
- config.json +35 -0
- model.safetensors +3 -0
- runs/Jul22_09-51-33_node-0/events.out.tfevents.1721667098.node-0.52306.0 +2 -2
- runs/Jul22_09-51-33_node-0/events.out.tfevents.1721667296.node-0.52306.1 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +55 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.txt +0 -0
.gitattributes
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@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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autotrain-data/train/.nfs000000000fb46a240000000e filter=lfs diff=lfs merge=lfs -text
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autotrain-data/validation/.nfs000000000fb46a270000000d filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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| 3 |
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tags:
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- autotrain
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- text-classification
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| 6 |
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base_model: distilbert/distilbert-base-cased
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widget:
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- text: "I love AutoTrain"
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| 9 |
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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| 16 |
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loss: 0.07113330811262131
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f1: 0.9613928841786525
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precision: 0.959214501510574
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recall: 0.9635811836115327
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| 23 |
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auc: 0.9967559049432364
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accuracy: 0.9755747126436781
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autotrain-data/train/.nfs000000000fb46a240000000e
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autotrain-data/validation/.nfs000000000fb46a270000000d
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checkpoint-294/config.json
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{
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"_name_or_path": "distilbert/distilbert-base-cased",
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"_num_labels": 2,
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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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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"id2label": {
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"0": "benign",
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"1": "jailbreak"
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"initializer_range": 0.02,
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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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"torch_dtype": "float32",
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"transformers_version": "4.42.2",
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"vocab_size": 28996
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}
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checkpoint-294/model.safetensors
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checkpoint-294/optimizer.pt
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checkpoint-294/rng_state_0.pth
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checkpoint-294/rng_state_1.pth
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checkpoint-294/rng_state_3.pth
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checkpoint-294/scheduler.pt
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checkpoint-294/trainer_state.json
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oid sha256:2aa7e6d1f68a79e42ba0d97994f590732e28b8cd3504d1c8f97c88c37579ded7
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size 5048
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training_params.json
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{
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| 2 |
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"data_path": "tr9/autotrain-data",
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| 3 |
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"model": "distilbert/distilbert-base-cased",
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| 4 |
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"lr": 2.5e-05,
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| 5 |
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"epochs": 2,
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| 6 |
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"max_seq_length": 512,
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| 7 |
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"batch_size": 32,
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| 8 |
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"warmup_ratio": 0.1,
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| 9 |
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"gradient_accumulation": 1,
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"optimizer": "adamw_torch",
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| 11 |
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"scheduler": "cosine",
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| 12 |
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"weight_decay": 0.1,
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| 13 |
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"max_grad_norm": 1.0,
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| 14 |
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"seed": 42,
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| 15 |
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"train_split": "train",
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"valid_split": "validation",
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"text_column": "autotrain_text",
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| 18 |
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"target_column": "autotrain_label",
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| 19 |
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"logging_steps": 25,
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| 20 |
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"project_name": "tr9",
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| 21 |
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"auto_find_batch_size": true,
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| 22 |
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"mixed_precision": "none",
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| 23 |
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"save_total_limit": 1,
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| 24 |
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"push_to_hub": true,
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"eval_strategy": "steps",
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| 26 |
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"username": "madhurjindal",
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"log": "tensorboard",
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| 28 |
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"early_stopping_patience": 3,
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| 29 |
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"early_stopping_threshold": 0.01
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}
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vocab.txt
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