aift-model-review-multiple-label-classification-20022024
Browse files- README.md +32 -18
- config.json +17 -15
- model.safetensors +2 -2
- models-new-600/config.json +17 -15
- models-new-600/model.safetensors +2 -2
- models-new-600/training_args.bin +2 -2
- runs/Feb19_18-01-48_b730cd9cf662/events.out.tfevents.1708365709.b730cd9cf662.182.3 +3 -0
- runs/Feb19_18-01-48_b730cd9cf662/events.out.tfevents.1708365960.b730cd9cf662.182.4 +3 -0
- tokenizer.json +6 -1
- training_args.bin +2 -2
README.md
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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- Accuracy Thresh: 0.
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## Model description
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- distributed_type: tpu
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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 | Accuracy Thresh |
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|:-------------:|:-----:|:----:|:---------------:|:---------------:|
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| No log | 1.0 |
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| No log | 2.0 |
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| No log | 3.0 |
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### Framework versions
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- Transformers 4.
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- Pytorch 2.
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- Datasets 2.
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- Tokenizers 0.15.
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.0090
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- Accuracy Thresh: 0.9179
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## Model description
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- train_batch_size: 8
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- eval_batch_size: 8
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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: 25
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy Thresh |
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|:-------------:|:-----:|:----:|:---------------:|:---------------:|
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| No log | 1.0 | 129 | 2.2623 | 0.3531 |
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| No log | 2.0 | 258 | 1.6019 | 0.5913 |
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| No log | 3.0 | 387 | 1.3774 | 0.7378 |
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| 2.6175 | 4.0 | 516 | 1.3383 | 0.7875 |
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| 2.6175 | 5.0 | 645 | 1.2456 | 0.8006 |
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| 2.6175 | 6.0 | 774 | 1.3044 | 0.8679 |
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| 2.6175 | 7.0 | 903 | 1.4123 | 0.8746 |
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| 0.7127 | 8.0 | 1032 | 1.5500 | 0.8872 |
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| 0.7127 | 9.0 | 1161 | 1.6639 | 0.8894 |
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| 0.7127 | 10.0 | 1290 | 1.8716 | 0.9024 |
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| 0.7127 | 11.0 | 1419 | 1.8131 | 0.8985 |
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| 0.3804 | 12.0 | 1548 | 2.1177 | 0.9059 |
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| 0.3804 | 13.0 | 1677 | 2.1873 | 0.9105 |
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| 0.3804 | 14.0 | 1806 | 2.3237 | 0.9098 |
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| 0.3804 | 15.0 | 1935 | 2.5947 | 0.9112 |
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| 0.2297 | 16.0 | 2064 | 2.5776 | 0.9116 |
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| 0.2297 | 17.0 | 2193 | 2.7601 | 0.9158 |
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| 0.2297 | 18.0 | 2322 | 2.6187 | 0.9165 |
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| 0.2297 | 19.0 | 2451 | 2.9175 | 0.9165 |
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| 0.1588 | 20.0 | 2580 | 2.9085 | 0.9168 |
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| 0.1588 | 21.0 | 2709 | 2.8516 | 0.9183 |
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| 0.1588 | 22.0 | 2838 | 2.8932 | 0.9179 |
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| 0.1588 | 23.0 | 2967 | 2.8514 | 0.9175 |
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| 0.1154 | 24.0 | 3096 | 3.0075 | 0.9179 |
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| 0.1154 | 25.0 | 3225 | 3.0090 | 0.9179 |
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### Framework versions
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- Transformers 4.38.0.dev0
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- Pytorch 2.2.0+cu121
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- Datasets 2.17.1
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- Tokenizers 0.15.2
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config.json
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"id2label": {
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"1": "bugs",
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"initializer_range": 0.02,
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"request": 6
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"max_position_embeddings": 512,
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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.
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"vocab_size": 30522
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"id2label": {
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"0": "ads",
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"1": "bugs",
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"2": "graphic",
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"3": "gameplay",
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"4": "performance",
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"5": "others",
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"7": "positive",
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"9": "neutral",
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"10": "feedback"
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"initializer_range": 0.02,
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"label2id": {
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"ads": 0,
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"bugs": 1,
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"gameplay": 3,
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"negative": 8,
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"neutral": 9,
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"others": 5,
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"performance": 4,
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"positive": 7,
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"request": 6
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"max_position_embeddings": 512,
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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": "4.38.0.dev0",
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"vocab_size": 30522
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}
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model.safetensors
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models-new-600/config.json
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"id2label": {
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"0": "ads",
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"1": "bugs",
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"max_position_embeddings": 512,
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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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"vocab_size": 30522
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"id2label": {
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"1": "bugs",
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models-new-600/model.safetensors
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models-new-600/training_args.bin
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tokenizer.json
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training_args.bin
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