End of training
Browse files- README.md +3 -19
- config.json +3 -2
- model.safetensors +2 -2
- runs/Mar11_13-20-28_fd75b22569e8/events.out.tfevents.1710163233.fd75b22569e8.296.0 +3 -0
- tokenizer_config.json +2 -2
- training_args.bin +1 -1
- vocab.txt +0 -0
README.md
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---
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license: apache-2.0
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base_model: distilbert
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tags:
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- generated_from_trainer
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metrics:
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- precision
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- recall
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- f1
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- accuracy
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model-index:
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- name: test_trainer3b
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results: []
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# test_trainer3b
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This model is a fine-tuned version of [distilbert
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It achieves the following results on the evaluation set:
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- Loss: 1.4268
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- Precision: 1.0
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- Recall: 1.0
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- F1: 1.0
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- Accuracy: 1.0
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
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| 1.9001 | 2.5 | 10 | 1.8054 | 0.5581 | 0.4762 | 0.3941 | 0.4762 |
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| 1.7074 | 5.0 | 20 | 1.5607 | 0.9429 | 0.9048 | 0.8929 | 0.9048 |
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| 1.5246 | 7.5 | 30 | 1.4268 | 1.0 | 1.0 | 1.0 | 1.0 |
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### Framework versions
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---
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license: apache-2.0
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base_model: distilbert-base-cased
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tags:
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- generated_from_trainer
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model-index:
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- name: test_trainer3b
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results: []
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# test_trainer3b
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This model is a fine-tuned version of [distilbert-base-cased](https://huggingface.co/distilbert-base-cased) on the None dataset.
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 2
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### Training results
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### Framework versions
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config.json
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{
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"_name_or_path": "distilbert
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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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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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.38.2",
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"vocab_size":
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}
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{
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"_name_or_path": "distilbert-base-cased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForSequenceClassification"
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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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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.38.2",
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"vocab_size": 28996
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}
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model.safetensors
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size 263160068
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runs/Mar11_13-20-28_fd75b22569e8/events.out.tfevents.1710163233.fd75b22569e8.296.0
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size 5112
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tokenizer_config.json
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case":
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"mask_token": "[MASK]",
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"model_max_length":
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"never_split": null,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_basic_tokenize": true,
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"do_lower_case": false,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"never_split": null,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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training_args.bin
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size 4856
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size 4856
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vocab.txt
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