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Text Classification
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t5
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text-generation-inference
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araT5-Rajhi-Intent-T5ForSequenceClassification-NewData-8-1-2024-V4.1

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Files changed (3) hide show
  1. README.md +12 -12
  2. config.json +3 -1
  3. model.safetensors +2 -2
README.md CHANGED
@@ -16,8 +16,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [UBC-NLP/AraT5v2-base-1024](https://huggingface.co/UBC-NLP/AraT5v2-base-1024) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.1770
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- - F1: 0.9794
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  ## Model description
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@@ -49,16 +49,16 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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- | 3.0825 | 1.0 | 543 | 2.9025 | 0.1075 |
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- | 2.4749 | 2.0 | 1086 | 1.4022 | 0.4926 |
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- | 0.8659 | 3.0 | 1629 | 0.3157 | 0.8640 |
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- | 0.3053 | 4.0 | 2172 | 0.2107 | 0.9415 |
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- | 0.1425 | 5.0 | 2715 | 0.1161 | 0.9794 |
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- | 0.073 | 6.0 | 3258 | 0.1695 | 0.9794 |
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- | 0.0444 | 7.0 | 3801 | 0.1721 | 0.9794 |
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- | 0.0441 | 8.0 | 4344 | 0.1719 | 0.9794 |
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- | 0.0265 | 9.0 | 4887 | 0.1819 | 0.9794 |
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- | 0.0252 | 10.0 | 5430 | 0.1770 | 0.9794 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [UBC-NLP/AraT5v2-base-1024](https://huggingface.co/UBC-NLP/AraT5v2-base-1024) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.1539
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+ - F1: 0.9682
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | 3.1612 | 1.0 | 574 | 2.9806 | 0.0625 |
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+ | 2.7788 | 2.0 | 1148 | 1.6246 | 0.4172 |
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+ | 1.0397 | 3.0 | 1722 | 0.3903 | 0.8539 |
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+ | 0.3532 | 4.0 | 2296 | 0.2816 | 0.9261 |
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+ | 0.1624 | 5.0 | 2870 | 0.2199 | 0.9512 |
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+ | 0.0984 | 6.0 | 3444 | 0.1321 | 0.9720 |
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+ | 0.0581 | 7.0 | 4018 | 0.1576 | 0.9682 |
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+ | 0.0369 | 8.0 | 4592 | 0.1243 | 0.9760 |
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+ | 0.0351 | 9.0 | 5166 | 0.1539 | 0.9721 |
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+ | 0.0338 | 10.0 | 5740 | 0.1539 | 0.9682 |
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  ### Framework versions
config.json CHANGED
@@ -36,7 +36,8 @@
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  "20": "LABEL_20",
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  "21": "LABEL_21",
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  "22": "LABEL_22",
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- "23": "LABEL_23"
 
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  },
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  "initializer_factor": 1.0,
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  "is_encoder_decoder": true,
@@ -59,6 +60,7 @@
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  "LABEL_21": 21,
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  "LABEL_22": 22,
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  "LABEL_23": 23,
 
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  "LABEL_3": 3,
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  "LABEL_4": 4,
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  "LABEL_5": 5,
 
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  "20": "LABEL_20",
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  "21": "LABEL_21",
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  "22": "LABEL_22",
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+ "23": "LABEL_23",
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+ "24": "LABEL_24"
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  },
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  "initializer_factor": 1.0,
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  "is_encoder_decoder": true,
 
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  "LABEL_21": 21,
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  "LABEL_22": 22,
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  "LABEL_23": 23,
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+ "LABEL_24": 24,
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  "LABEL_3": 3,
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  "LABEL_4": 4,
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  "LABEL_5": 5,
model.safetensors CHANGED
@@ -1,3 +1,3 @@
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