Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- README.md +26 -0
- checkpoint-32/config.json +39 -0
- checkpoint-32/model.safetensors +3 -0
- checkpoint-32/optimizer.pt +3 -0
- checkpoint-32/rng_state.pth +3 -0
- checkpoint-32/scheduler.pt +3 -0
- checkpoint-32/trainer_state.json +292 -0
- checkpoint-32/training_args.bin +3 -0
- config.json +39 -0
- model.safetensors +3 -0
- runs/Jan07_11-41-29_r-phosphoregarden-roberta-fine-tuned-dhs0vwho-36b9b-rfpi7/events.out.tfevents.1736250091.r-phosphoregarden-roberta-fine-tuned-dhs0vwho-36b9b-rfpi7.107.0 +2 -2
- runs/Jan07_11-41-29_r-phosphoregarden-roberta-fine-tuned-dhs0vwho-36b9b-rfpi7/events.out.tfevents.1736250903.r-phosphoregarden-roberta-fine-tuned-dhs0vwho-36b9b-rfpi7.107.1 +3 -0
- sentencepiece.bpe.model +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +3 -0
- tokenizer_config.json +55 -0
- training_args.bin +3 -0
- training_params.json +30 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ 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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*tfevents* 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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tokenizer.json 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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base_model: cardiffnlp/twitter-xlm-roberta-base
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widget:
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| 8 |
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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: 0.34269535541534424
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| 17 |
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f1: 0.9375
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| 19 |
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precision: 0.9375
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recall: 0.9375
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auc: 0.9765625
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accuracy: 0.9375
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checkpoint-32/config.json
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{
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"_name_or_path": "cardiffnlp/twitter-xlm-roberta-base",
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"_num_labels": 2,
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"architectures": [
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"XLMRobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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| 8 |
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"bos_token_id": 0,
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"classifier_dropout": null,
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| 10 |
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"eos_token_id": 2,
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| 11 |
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"gradient_checkpointing": false,
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| 12 |
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"hidden_act": "gelu",
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| 13 |
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"hidden_dropout_prob": 0.1,
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| 14 |
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"hidden_size": 768,
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| 15 |
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"id2label": {
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"0": "negative",
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"1": "positive"
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},
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| 19 |
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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| 21 |
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"label2id": {
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"negative": 0,
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"positive": 1
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},
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| 25 |
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"layer_norm_eps": 1e-05,
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| 26 |
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"max_position_embeddings": 514,
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| 27 |
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"model_type": "xlm-roberta",
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| 28 |
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"num_attention_heads": 12,
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| 29 |
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"num_hidden_layers": 12,
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| 30 |
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"output_past": true,
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| 31 |
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"pad_token_id": 1,
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| 32 |
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"position_embedding_type": "absolute",
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| 33 |
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"problem_type": "single_label_classification",
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| 34 |
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"torch_dtype": "float32",
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| 35 |
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"transformers_version": "4.47.1",
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| 36 |
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"type_vocab_size": 1,
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| 37 |
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"use_cache": true,
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| 38 |
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"vocab_size": 250002
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}
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checkpoint-32/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ed7b83d41a2eb046912e3096aa1375f12d7b78adbfe0be04f13dc4b1b364eecb
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size 1112205008
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checkpoint-32/optimizer.pt
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checkpoint-32/rng_state.pth
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checkpoint-32/scheduler.pt
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checkpoint-32/trainer_state.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:6f6c9c959c6c949f8beadbd95decf812fb8f6594131a70d14c7bbcd8d4f2b272
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size 5368
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training_params.json
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{
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"data_path": "robertafinetuninglargedatacsv/autotrain-data",
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"model": "cardiffnlp/twitter-xlm-roberta-base",
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"lr": 5e-05,
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"epochs": 25,
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"max_seq_length": 128,
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"batch_size": 8,
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"warmup_ratio": 0.1,
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"gradient_accumulation": 1,
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"optimizer": "adamw_torch",
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"scheduler": "linear",
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"weight_decay": 0.0,
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"max_grad_norm": 1.0,
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"seed": 42,
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| 15 |
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"train_split": "train",
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| 16 |
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"valid_split": "validation",
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"text_column": "autotrain_text",
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"target_column": "autotrain_label",
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"logging_steps": -1,
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| 20 |
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"project_name": "robertafinetuninglargedatacsv",
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"auto_find_batch_size": false,
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"mixed_precision": "fp16",
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"save_total_limit": 1,
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"push_to_hub": true,
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"eval_strategy": "epoch",
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"username": "PhosphoreGarden",
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"log": "tensorboard",
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"early_stopping_patience": 5,
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| 29 |
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"early_stopping_threshold": 0.01
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}
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