eskayML/bert_interview_new
Browse files- README.md +6 -6
- config.json +40 -40
- model.safetensors +1 -1
- training_args.bin +0 -0
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: 2.
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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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| No log | 1.0 | 463 | 2.
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### Framework versions
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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: 2.1799
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- Accuracy: 0.3491
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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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| No log | 1.0 | 463 | 2.4565 | 0.2155 |
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| 2.5921 | 2.0 | 926 | 2.2935 | 0.3060 |
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| 2.2523 | 3.0 | 1389 | 2.2197 | 0.3362 |
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| 2.0511 | 4.0 | 1852 | 2.1799 | 0.3491 |
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### Framework versions
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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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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"dropout": 0.1,
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"hidden_dim": 3072,
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"id2label": {
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"0": "ALGORITHM",
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"1": "COMANAGEMENT",
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"2": "COMPETING PRIORITIES",
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"3": "COST",
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"4": "COVID",
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"5": "EHR",
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"6": "GUIDELINES",
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"7": "HFREF COMFORT MANAGING",
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"8": "INFO NEEDS",
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"9": "INTERNAL & EXTERNAL SUPPORT BAR",
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"10": "JUICY QUOTE",
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"11": "MAGIC WAND",
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"12": "MED MANAGEMENT",
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"13": "OTHER",
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"14": "PATIENT DIGITAL TOOLS",
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"15": "PATIENTS",
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"16": "PROVIDER EDUCATION",
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"17": "ROLE OF OTHER STAFF",
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"18": "TIME CONSTRAINTS",
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"19": "WORKFLOW"
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},
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"initializer_range": 0.02,
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"label2id": {
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"ALGORITHM": 0,
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"COMANAGEMENT": 1,
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"COMPETING PRIORITIES": 2,
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"COST": 3,
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"COVID": 4,
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"EHR": 5,
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"GUIDELINES": 6,
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"HFREF COMFORT MANAGING": 7,
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"INFO NEEDS": 8,
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"INTERNAL & EXTERNAL SUPPORT BAR": 9,
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"JUICY QUOTE": 10,
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"MAGIC WAND": 11,
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"MED MANAGEMENT": 12,
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"OTHER": 13,
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"PATIENT DIGITAL TOOLS": 14,
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"PATIENTS": 15,
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"PROVIDER EDUCATION": 16,
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"ROLE OF OTHER STAFF": 17,
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"TIME CONSTRAINTS": 18,
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"WORKFLOW": 19
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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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 267887936
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version https://git-lfs.github.com/spec/v1
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oid sha256:7ba634f663c49ef1cf0640bab1fc367eece12066bb6c109a14ae66f21a1ca320
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size 267887936
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training_args.bin
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