Training in progress, epoch 1
Browse files- README.md +62 -0
- config.json +26 -0
- model.safetensors +3 -0
- runs/Mar26_18-45-20_0fbb0e163ec5/events.out.tfevents.1743014724.0fbb0e163ec5.955.0 +3 -0
- runs/Mar26_18-48-05_0fbb0e163ec5/events.out.tfevents.1743014889.0fbb0e163ec5.955.1 +3 -0
- runs/Mar26_18-48-23_0fbb0e163ec5/events.out.tfevents.1743014906.0fbb0e163ec5.955.2 +3 -0
- runs/Mar26_19-02-41_0fbb0e163ec5/events.out.tfevents.1743015763.0fbb0e163ec5.955.3 +3 -0
- runs/Mar26_19-03-04_0fbb0e163ec5/events.out.tfevents.1743015785.0fbb0e163ec5.955.4 +3 -0
- runs/Mar26_19-03-18_0fbb0e163ec5/events.out.tfevents.1743015799.0fbb0e163ec5.955.5 +3 -0
- training_args.bin +3 -0
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: bert-base-uncased
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: my-bert-classifier
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# my-bert-classifier
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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: 0.0018
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- Accuracy: 1.0
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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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 | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 0.0242 | 1.0 | 30 | 0.0089 | 1.0 |
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| 0.0034 | 2.0 | 60 | 0.0022 | 1.0 |
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| 0.0024 | 3.0 | 90 | 0.0018 | 1.0 |
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### Framework versions
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- Transformers 4.50.0
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- Pytorch 2.6.0+cu124
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- Tokenizers 0.21.1
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config.json
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{
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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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"gradient_checkpointing": false,
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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": "4.50.0",
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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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version https://git-lfs.github.com/spec/v1
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runs/Mar26_18-45-20_0fbb0e163ec5/events.out.tfevents.1743014724.0fbb0e163ec5.955.0
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runs/Mar26_19-03-04_0fbb0e163ec5/events.out.tfevents.1743015785.0fbb0e163ec5.955.4
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runs/Mar26_19-03-18_0fbb0e163ec5/events.out.tfevents.1743015799.0fbb0e163ec5.955.5
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training_args.bin
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