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Kyle1668
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boss-sentiment-6000-bert-base-uncased

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Inference Endpoints
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  1. README.md +11 -9
  2. config.json +2 -4
  3. model.safetensors +2 -2
  4. training_args.bin +1 -1
README.md CHANGED
@@ -17,9 +17,9 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - F1: 0.7063
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- - Acc: 0.8422
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- - Loss: 0.8315
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  ## Model description
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@@ -51,12 +51,14 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | F1 | Acc | Validation Loss |
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  |:-------------:|:-----:|:----:|:------:|:------:|:---------------:|
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- | No log | 1.0 | 375 | 0.6243 | 0.7922 | 0.5752 |
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- | 0.8411 | 2.0 | 750 | 0.6863 | 0.8521 | 0.4194 |
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- | 0.4373 | 3.0 | 1125 | 0.7381 | 0.8905 | 0.3338 |
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- | 0.2431 | 4.0 | 1500 | 0.7220 | 0.8817 | 0.4738 |
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- | 0.2431 | 5.0 | 1875 | 0.6569 | 0.7835 | 1.0589 |
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- | 0.1331 | 6.0 | 2250 | 0.7063 | 0.8422 | 0.8315 |
 
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - F1: 0.6808
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+ - Acc: 0.8249
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+ - Loss: 1.1523
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  ## Model description
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  | Training Loss | Epoch | Step | F1 | Acc | Validation Loss |
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  |:-------------:|:-----:|:----:|:------:|:------:|:---------------:|
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+ | No log | 1.0 | 375 | 0.6519 | 0.8092 | 0.5142 |
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+ | 0.8417 | 2.0 | 750 | 0.6644 | 0.8447 | 0.4261 |
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+ | 0.4234 | 3.0 | 1125 | 0.7150 | 0.8582 | 0.4002 |
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+ | 0.234 | 4.0 | 1500 | 0.7360 | 0.8883 | 0.4355 |
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+ | 0.234 | 5.0 | 1875 | 0.7408 | 0.8848 | 0.5524 |
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+ | 0.1203 | 6.0 | 2250 | 0.7118 | 0.8484 | 0.8452 |
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+ | 0.0738 | 7.0 | 2625 | 0.7201 | 0.8680 | 0.8452 |
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+ | 0.0416 | 8.0 | 3000 | 0.6808 | 0.8249 | 1.1523 |
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  ### Framework versions
config.json CHANGED
@@ -12,16 +12,14 @@
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  "id2label": {
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  "0": "LABEL_0",
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  "1": "LABEL_1",
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- "2": "LABEL_2",
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- "3": "LABEL_3"
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  },
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  "initializer_range": 0.02,
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  "intermediate_size": 3072,
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  "label2id": {
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  "LABEL_0": 0,
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  "LABEL_1": 1,
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- "LABEL_2": 2,
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- "LABEL_3": 3
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  },
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  "layer_norm_eps": 1e-12,
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  "max_position_embeddings": 512,
 
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  "id2label": {
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  "0": "LABEL_0",
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  "1": "LABEL_1",
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+ "2": "LABEL_2"
 
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  },
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  "initializer_range": 0.02,
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  "intermediate_size": 3072,
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  "label2id": {
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  "LABEL_0": 0,
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  "LABEL_1": 1,
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+ "LABEL_2": 2
 
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  },
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  "layer_norm_eps": 1e-12,
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  "max_position_embeddings": 512,
model.safetensors CHANGED
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