eskayML/bert_interview_new
Browse files- README.md +15 -15
- config.json +41 -21
- model.safetensors +2 -2
- tokenizer_config.json +1 -0
- training_args.bin +0 -0
README.md
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@@ -18,8 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
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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: 0.
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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### Framework versions
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- Transformers 4.
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- Pytorch 2.5.1+cu121
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- Datasets 3.
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- Tokenizers 0.
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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: 0.7181
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- Accuracy: 0.8362
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 2.5731 | 1.0 | 579 | 2.3539 | 0.2888 |
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| 2.2431 | 2.0 | 1158 | 1.8700 | 0.4526 |
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| 1.8916 | 3.0 | 1737 | 1.5977 | 0.5302 |
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| 1.5897 | 4.0 | 2316 | 1.2684 | 0.6509 |
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| 1.485 | 5.0 | 2895 | 1.0863 | 0.6724 |
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| 1.282 | 6.0 | 3474 | 0.9135 | 0.7716 |
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| 1.0021 | 7.0 | 4053 | 0.8167 | 0.8103 |
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| 0.9446 | 8.0 | 4632 | 0.7997 | 0.8017 |
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| 0.8573 | 9.0 | 5211 | 0.7286 | 0.8319 |
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| 0.8327 | 10.0 | 5790 | 0.7181 | 0.8362 |
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### Framework versions
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- Transformers 4.47.1
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- Pytorch 2.5.1+cu121
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- Datasets 3.2.0
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- Tokenizers 0.21.0
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config.json
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"dropout": 0.1,
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"hidden_dim": 3072,
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"id2label": {
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"0":
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"1":
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},
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"initializer_range": 0.02,
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"label2id": {
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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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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}
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"dropout": 0.1,
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"hidden_dim": 3072,
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"id2label": {
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"0": 0,
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"1": 1,
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"2": 2,
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"initializer_range": 0.02,
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"label2id": {
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"0": 0,
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"1": 1,
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"2": 2,
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"3": 3,
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"4": 4,
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"18": 18,
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"19": 19
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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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": "4.47.1",
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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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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:787125a1a263020e64363a71de35d5f07c6ea241495191b65f21ebed48f5094c
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size 267887936
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tokenizer_config.json
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"clean_up_tokenization_spaces": false,
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"cls_token": "[CLS]",
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"do_lower_case": true,
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"mask_token": "[MASK]",
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"max_length": 512,
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"model_max_length": 512,
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"clean_up_tokenization_spaces": false,
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"cls_token": "[CLS]",
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"do_lower_case": true,
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"extra_special_tokens": {},
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"mask_token": "[MASK]",
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"max_length": 512,
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"model_max_length": 512,
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training_args.bin
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