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stage2_orm_kto_set2
zhangchen1991/stage2_orm_kto_set2
stage2_orm_kto_set2 is a text generation model from zhangchen1991. 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 8, 2025
- Updated
- Dec 8, 2025
- SHA
- 7416510c
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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. -->
stage2_orm_kto_set2
This model is a fine-tuned version of Qwen/QwQ-32B on the stage2_orm_kto_set2 dataset. It achieves the following results on the evaluation set:
- Loss: 0.3478
- Rewards/chosen: 1.9112
- Logps/chosen: -432.7298
- Logits/chosen: -907315200.0
- Kl: 0.0
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: 5e-06
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- total_eval_batch_size: 8
- optimizer: Use adamw_torch_fused 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: 0.1
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Logps/chosen | Logits/chosen | |
|---|---|---|---|---|---|---|---|
| 0.2781 | 0.6 | 75 | 0.2565 | 8.4292 | -367.5502 | -461496661.3333 | 47.0870 |
| 0.096 | 1.2 | 150 | 0.4566 | -1.2513 | -464.3549 | -598909781.3333 | 0.0 |
| 0.1185 | 1.8 | 225 | 0.3182 | 1.2599 | -439.2429 | -654441386.6667 | 0.0 |
| 0.012 | 2.4 | 300 | 0.3210 | 2.5768 | -426.0743 | -780268800.0 | 0.0 |
| 0.0102 | 3.0 | 375 | 0.3478 | 1.9112 | -432.7298 | -907315200.0 | 0.0 |
Framework versions
- Transformers 4.55.0
- Pytorch 2.8.0+cu128
- Datasets 3.6.0
- Tokenizers 0.21.1
- Task
- Text Generation
- Library
- transformers
- Type
- qwen2
- License
- other
- Created
- Dec 8, 2025
- Updated
- Dec 8, 2025