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xuanye
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cosent-similarity-text2vec

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
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end of training

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Files changed (8) hide show
  1. README.md +10 -10
  2. model.safetensors +1 -1
  3. runs/May10_22-36-30_ml/events.out.tfevents.1715351791.ml.3479080.0 +3 -0
  4. runs/May10_22-37-48_ml/events.out.tfevents.1715351872.ml.3482620.0 +3 -0
  5. special_tokens_map.json +7 -0
  6. tokenizer_config.json +57 -0
  7. training_args.bin +1 -1
  8. vocab.txt +0 -0
README.md CHANGED
@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [shibing624/text2vec-base-chinese](https://huggingface.co/shibing624/text2vec-base-chinese) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.1356
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- - Accuracy: 0.9737
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- - F1: 0.9783
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- - Precision: 0.9783
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- - Recall: 0.9783
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  ## Model description
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@@ -55,11 +55,11 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
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- | No log | 1.0 | 22 | 0.3018 | 0.8816 | 0.8941 | 0.9744 | 0.8261 |
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- | No log | 2.0 | 44 | 0.2175 | 0.9342 | 0.9438 | 0.9767 | 0.9130 |
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- | No log | 3.0 | 66 | 0.1449 | 0.9605 | 0.9670 | 0.9778 | 0.9565 |
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- | No log | 4.0 | 88 | 0.1480 | 0.9605 | 0.9670 | 0.9778 | 0.9565 |
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- | No log | 5.0 | 110 | 0.1356 | 0.9737 | 0.9783 | 0.9783 | 0.9783 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [shibing624/text2vec-base-chinese](https://huggingface.co/shibing624/text2vec-base-chinese) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.1408
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+ - Accuracy: 0.9605
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+ - F1: 0.9670
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+ - Precision: 0.9778
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+ - Recall: 0.9565
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
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+ | No log | 1.0 | 22 | 0.2330 | 0.9211 | 0.9318 | 0.9762 | 0.8913 |
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+ | No log | 2.0 | 44 | 0.2088 | 0.9342 | 0.9438 | 0.9767 | 0.9130 |
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+ | No log | 3.0 | 66 | 0.1484 | 0.9605 | 0.9670 | 0.9778 | 0.9565 |
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+ | No log | 4.0 | 88 | 0.1370 | 0.9605 | 0.9670 | 0.9778 | 0.9565 |
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+ | No log | 5.0 | 110 | 0.1408 | 0.9605 | 0.9670 | 0.9778 | 0.9565 |
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  ### Framework versions
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tokenizer_config.json ADDED
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vocab.txt ADDED
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