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BingoGuard-qwen-embedding-0.6B
BRlkl/BingoGuard-qwen-embedding-0.6B
BingoGuard-qwen-embedding-0.6B is a text classification model from BRlkl. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- qwen3
- Access
- Public
- Created
- Aug 27, 2025
- Updated
- Aug 28, 2025
- SHA
- 6449c71d
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
BingoGuard-qwen-embedding-0.6B
This model is a fine-tuned version of Qwen/Qwen3-Embedding-0.6B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5287
- Accuracy: 0.8964
- F1: 0.5116
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 2
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 1.032 | 1.0 | 29158 | 0.3759 | 0.8831 | 0.4626 |
| 0.6632 | 2.0 | 58316 | 0.5060 | 0.8559 | 0.4363 |
| 0.5456 | 3.0 | 87474 | 0.4488 | 0.9018 | 0.5228 |
| 0.4412 | 4.0 | 116632 | 0.4425 | 0.9068 | 0.5287 |
| 0.4201 | 4.9998 | 145785 | 0.5287 | 0.8964 | 0.5116 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 3.6.0
- Tokenizers 0.21.4
- Task
- Text Classification
- Library
- transformers
- Type
- qwen3
- License
- apache-2.0
- Created
- Aug 27, 2025
- Updated
- Aug 28, 2025