igor
commited on
End of training
Browse files- README.md +10 -17
- config.json +15 -12
- model.safetensors +2 -2
- training_args.bin +1 -1
README.md
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---
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library_name: transformers
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license: apache-2.0
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base_model:
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tags:
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- generated_from_trainer
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metrics:
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@@ -16,10 +16,10 @@ should probably proofread and complete it, then remove this comment. -->
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# test_trainer
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This model is a fine-tuned version of [
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It achieves the following results on the evaluation set:
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- Loss:
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- F1: 0.
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## Model description
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- seed: 42
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- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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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
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| 0.
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| 0.
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| 0.
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| 0.5515 | 4.0 | 5468 | 0.6955 | 0.6478 |
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| 0.505 | 5.0 | 6835 | 0.7862 | 0.6461 |
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| 0.4617 | 6.0 | 8202 | 0.8992 | 0.6470 |
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| 0.4538 | 7.0 | 9569 | 1.0468 | 0.6330 |
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| 0.3878 | 8.0 | 10936 | 1.0613 | 0.6311 |
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| 0.3665 | 9.0 | 12303 | 1.1309 | 0.6261 |
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| 0.3483 | 10.0 | 13670 | 1.2189 | 0.6287 |
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### Framework versions
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---
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library_name: transformers
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license: apache-2.0
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base_model: bert-base-uncased
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tags:
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- generated_from_trainer
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metrics:
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# test_trainer
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This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.8774
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- F1: 0.6466
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## Model description
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- seed: 42
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- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- num_epochs: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| 0.6575 | 1.0 | 1367 | 0.6360 | 0.6384 |
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| 0.5764 | 2.0 | 2734 | 0.6432 | 0.6656 |
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| 0.4055 | 3.0 | 4101 | 0.8774 | 0.6466 |
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### Framework versions
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config.json
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{
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"_name_or_path": "
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"activation": "gelu",
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"architectures": [
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"
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],
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"
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"
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"dropout": 0.5,
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"
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"initializer_range": 0.02,
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"max_position_embeddings": 512,
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"model_type": "
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"
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"
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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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"torch_dtype": "float32",
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"transformers_version": "4.46.3",
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"vocab_size": 30522
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}
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{
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"_name_or_path": "bert-base-uncased",
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"dropout": 0.5,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.46.3",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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}
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model.safetensors
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training_args.bin
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