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master-mahdi
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war_intent_detection_fa

Text Classification
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End of training

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Files changed (6) hide show
  1. README.md +13 -8
  2. config.json +18 -18
  3. model.safetensors +1 -1
  4. runs/Jul23_20-16-08_49a92e2d8e5d/events.out.tfevents.1721765769.49a92e2d8e5d.242.0 +3 -0
  5. runs/Jul23_20-16-08_49a92e2d8e5d/events.out.tfevents.1721767905.49a92e2d8e5d.242.1 +3 -0
  6. training_args.bin +1 -1
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 [HooshvareLab/bert-fa-base-uncased-clf-persiannews](https://huggingface.co/HooshvareLab/bert-fa-base-uncased-clf-persiannews) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.2065
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- - Accuracy: 0.9187
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  ## Model description
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@@ -43,17 +43,22 @@ The following hyperparameters were used during training:
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  - seed: 42
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
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- - num_epochs: 5
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | 0.6873 | 1.0 | 805 | 0.2907 | 0.8987 |
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- | 0.2264 | 2.0 | 1610 | 0.2378 | 0.9128 |
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- | 0.2008 | 3.0 | 2415 | 0.2199 | 0.9176 |
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- | 0.1654 | 4.0 | 3220 | 0.2141 | 0.9152 |
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- | 0.145 | 5.0 | 4025 | 0.2065 | 0.9187 |
 
 
 
 
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [HooshvareLab/bert-fa-base-uncased-clf-persiannews](https://huggingface.co/HooshvareLab/bert-fa-base-uncased-clf-persiannews) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.1913
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+ - Accuracy: 0.9300
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  ## Model description
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  - seed: 42
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
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+ - num_epochs: 10
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 0.6751 | 1.0 | 805 | 0.2832 | 0.8974 |
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+ | 0.2366 | 2.0 | 1610 | 0.2369 | 0.9146 |
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+ | 0.2047 | 3.0 | 2415 | 0.1981 | 0.9271 |
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+ | 0.1752 | 4.0 | 3220 | 0.2019 | 0.9287 |
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+ | 0.1565 | 5.0 | 4025 | 0.2046 | 0.9220 |
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+ | 0.1515 | 6.0 | 4830 | 0.2037 | 0.9271 |
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+ | 0.1468 | 7.0 | 5635 | 0.1975 | 0.9282 |
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+ | 0.1341 | 8.0 | 6440 | 0.1982 | 0.9284 |
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+ | 0.1345 | 9.0 | 7245 | 0.1939 | 0.9293 |
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+ | 0.135 | 10.0 | 8050 | 0.1913 | 0.9300 |
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  ### Framework versions
config.json CHANGED
@@ -11,30 +11,30 @@
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  "hidden_dropout_prob": 0.1,
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  "hidden_size": 768,
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  "id2label": {
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- "0": "Supply",
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- "1": "Attack",
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- "2": "Retreat",
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- "3": "Communication",
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- "4": "Support",
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  "5": "Special",
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- "6": "Move",
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- "7": "Defend",
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- "8": "Reconnaissance",
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- "9": "Reinforce"
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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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- "Attack": 1,
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- "Communication": 3,
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- "Defend": 7,
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- "Move": 6,
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- "Reconnaissance": 8,
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- "Reinforce": 9,
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- "Retreat": 2,
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  "Special": 5,
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- "Supply": 0,
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- "Support": 4
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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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  "hidden_dropout_prob": 0.1,
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  "hidden_size": 768,
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  "id2label": {
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+ "0": "Defend",
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+ "1": "Supply",
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+ "2": "Reinforce",
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+ "3": "Move",
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+ "4": "Reconnaissance",
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  "5": "Special",
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+ "6": "Communication",
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+ "7": "Retreat",
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+ "8": "Support",
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+ "9": "Attack"
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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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+ "Attack": 9,
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+ "Communication": 6,
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+ "Defend": 0,
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+ "Move": 3,
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+ "Reconnaissance": 4,
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+ "Reinforce": 2,
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+ "Retreat": 7,
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  "Special": 5,
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+ "Supply": 1,
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+ "Support": 8
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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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