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reranker_0.5_bin_filt
lightblue/reranker_0.5_bin_filt
reranker_0.5_bin_filt is a text generation model from lightblue. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as other.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- other
- Model type
- qwen2
- Access
- Public
- Created
- Dec 12, 2024
- Updated
- May 7, 2025
- SHA
- c806047b
Base models
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. -->
reranker_binary_filt_train
This model is a fine-tuned version of Qwen/Qwen2.5-0.5B-Instruct on the reranker_binary_filt_train dataset. It achieves the following results on the evaluation set:
- Loss: 0.0526
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: 1e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- total_train_batch_size: 8
- total_eval_batch_size: 8
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.01
- num_epochs: 1.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0517 | 0.1000 | 1937 | 0.0871 |
| 0.114 | 0.2001 | 3874 | 0.0835 |
| 0.1033 | 0.3001 | 5811 | 0.0735 |
| 0.0544 | 0.4001 | 7748 | 0.0663 |
| 0.1169 | 0.5001 | 9685 | 0.0623 |
| 0.05 | 0.6002 | 11622 | 0.0599 |
| 0.0951 | 0.7002 | 13559 | 0.0566 |
| 0.0497 | 0.8002 | 15496 | 0.0551 |
| 0.1002 | 0.9002 | 17433 | 0.0532 |
Framework versions
- Transformers 4.46.1
- Pytorch 2.4.0+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3
- Task
- Text Generation
- Library
- transformers
- Type
- qwen2
- License
- other
- Languages
- zho, eng, fra, spa, por, deu
- Created
- Dec 12, 2024
- Updated
- May 7, 2025