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eskayML/bert_interview_new

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  1. README.md +6 -6
  2. config.json +40 -40
  3. model.safetensors +1 -1
  4. training_args.bin +0 -0
README.md CHANGED
@@ -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: 2.0245
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- - Accuracy: 0.3966
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  ## Model description
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@@ -50,10 +50,10 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | No log | 1.0 | 463 | 2.1972 | 0.3491 |
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- | 2.2231 | 2.0 | 926 | 2.0334 | 0.4052 |
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- | 1.8254 | 3.0 | 1389 | 2.0277 | 0.3922 |
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- | 1.6125 | 4.0 | 1852 | 2.0245 | 0.3966 |
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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
config.json CHANGED
@@ -9,49 +9,49 @@
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  "dropout": 0.1,
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  "hidden_dim": 3072,
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  "id2label": {
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- "16": 16,
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- "17": 17,
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- "18": 18,
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- "19": 19
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  },
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  "initializer_range": 0.02,
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  "label2id": {
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- "18": 18,
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  },
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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",
model.safetensors CHANGED
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training_args.bin CHANGED
Binary files a/training_args.bin and b/training_args.bin differ