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4dreasoner_v2_cot
hunarbatra/4dreasoner_v2_cot
4dreasoner_v2_cot is a text generation model from hunarbatra. Use it when you need the model to write or continue text. It is set up for peft. 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
- peft
- License
- other
- Access
- Public
- Created
- Mar 26, 2026
- Updated
- Mar 26, 2026
- SHA
- 8cbf2bee
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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. -->
4dreasoner_v2_cot
This model is a fine-tuned version of Qwen/Qwen3-VL-8B-Instruct on the 4dreasoner_v2_cot_train dataset. It achieves the following results on the evaluation set:
- Loss: 0.3077
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: 0.0001
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 8
- total_train_batch_size: 32
- total_eval_batch_size: 4
- optimizer: Use OptimizerNames.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 |
|---|---|---|---|
| 0.3258 | 0.9112 | 100 | 0.3247 |
| 0.2463 | 1.8200 | 200 | 0.3013 |
| 0.1706 | 2.7289 | 300 | 0.3079 |
Framework versions
- PEFT 0.17.1
- Transformers 4.57.1
- Pytorch 2.11.0+cu130
- Datasets 4.0.0
- Tokenizers 0.22.2
- Task
- Text Generation
- Library
- peft
- License
- other
- Created
- Mar 26, 2026
- Updated
- Mar 26, 2026