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End of training

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  1. .DS_Store +0 -0
  2. README.md +17 -17
  3. config.json +16 -26
  4. pytorch_model.bin +2 -2
  5. training_args.bin +1 -1
.DS_Store ADDED
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README.md CHANGED
@@ -17,8 +17,8 @@ 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: 2.7752
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- - Accuracy: 0.1429
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  ## Model description
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@@ -49,21 +49,21 @@ 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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- | 2.8784 | 0.2 | 60 | 2.8602 | 0.0807 |
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- | 2.8535 | 0.4 | 120 | 2.8465 | 0.0971 |
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- | 2.8292 | 0.6 | 180 | 2.8197 | 0.1004 |
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- | 2.7971 | 0.8 | 240 | 2.8041 | 0.1037 |
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- | 2.7996 | 1.0 | 300 | 2.7861 | 0.1227 |
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- | 2.668 | 1.2 | 360 | 2.7832 | 0.1288 |
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- | 2.6317 | 1.4 | 420 | 2.7636 | 0.1309 |
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- | 2.6236 | 1.59 | 480 | 2.7676 | 0.1315 |
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- | 2.571 | 1.79 | 540 | 2.7519 | 0.1326 |
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- | 2.5832 | 1.99 | 600 | 2.7572 | 0.1358 |
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- | 2.3685 | 2.19 | 660 | 2.7616 | 0.1484 |
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- | 2.376 | 2.39 | 720 | 2.7727 | 0.1429 |
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- | 2.3499 | 2.59 | 780 | 2.7808 | 0.1391 |
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- | 2.3561 | 2.79 | 840 | 2.7736 | 0.1451 |
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- | 2.3265 | 2.99 | 900 | 2.7752 | 0.1429 |
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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: 2.4817
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+ - Accuracy: 0.1787
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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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+ | 2.5596 | 0.2 | 60 | 2.5272 | 0.1201 |
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+ | 2.5284 | 0.4 | 120 | 2.5153 | 0.1206 |
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+ | 2.4807 | 0.6 | 180 | 2.4858 | 0.1449 |
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+ | 2.4921 | 0.8 | 240 | 2.5119 | 0.1201 |
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+ | 2.4656 | 1.0 | 300 | 2.4461 | 0.1636 |
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+ | 2.3184 | 1.2 | 360 | 2.4390 | 0.1671 |
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+ | 2.2852 | 1.4 | 420 | 2.4665 | 0.1575 |
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+ | 2.2561 | 1.59 | 480 | 2.4464 | 0.1731 |
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+ | 2.2903 | 1.79 | 540 | 2.4487 | 0.1752 |
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+ | 2.242 | 1.99 | 600 | 2.4399 | 0.1731 |
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+ | 2.0247 | 2.19 | 660 | 2.4595 | 0.1777 |
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+ | 2.0127 | 2.39 | 720 | 2.4709 | 0.1731 |
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+ | 1.9785 | 2.59 | 780 | 2.4754 | 0.1752 |
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+ | 2.0006 | 2.79 | 840 | 2.4717 | 0.1843 |
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+ | 1.9937 | 2.99 | 900 | 2.4817 | 0.1787 |
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  ### Framework versions
config.json CHANGED
@@ -14,19 +14,14 @@
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  "2": "Darryl",
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  "3": "Dwight",
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  "4": "Erin",
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- "5": "Jan",
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- "6": "Jim",
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- "7": "Kelly",
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- "8": "Kevin",
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- "9": "Meredith",
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- "10": "Michael",
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- "11": "Nellie",
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- "12": "Oscar",
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- "13": "Pam",
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- "14": "Phyllis",
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- "15": "Ryan",
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- "16": "Stanley",
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- "17": "Toby"
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  },
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  "initializer_range": 0.02,
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  "label2id": {
@@ -35,19 +30,14 @@
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  "Darryl": 2,
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  "Dwight": 3,
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  "Erin": 4,
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- "Jan": 5,
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- "Jim": 6,
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- "Kelly": 7,
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- "Kevin": 8,
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- "Meredith": 9,
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- "Michael": 10,
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- "Nellie": 11,
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- "Oscar": 12,
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- "Pam": 13,
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- "Phyllis": 14,
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- "Ryan": 15,
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- "Stanley": 16,
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- "Toby": 17
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  },
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  "max_position_embeddings": 512,
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  "model_type": "distilbert",
 
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  "2": "Darryl",
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  "3": "Dwight",
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  "4": "Erin",
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+ "5": "Jim",
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+ "6": "Kelly",
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+ "7": "Kevin",
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+ "8": "Michael",
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+ "9": "Oscar",
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+ "10": "Pam",
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+ "11": "Phyllis",
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+ "12": "Ryan"
 
 
 
 
 
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  },
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  "initializer_range": 0.02,
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  "label2id": {
 
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  "Darryl": 2,
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  "Dwight": 3,
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  "Erin": 4,
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+ "Jim": 5,
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+ "Kelly": 6,
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+ "Kevin": 7,
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+ "Michael": 8,
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+ "Oscar": 9,
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+ "Pam": 10,
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+ "Phyllis": 11,
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+ "Ryan": 12
 
 
 
 
 
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  },
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  "max_position_embeddings": 512,
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  "model_type": "distilbert",
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