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Qwen2.5-3B-MP-RM
iqwiki-kor/Qwen2.5-3B-MP-RM
Qwen2.5-3B-MP-RM is a text classification model from iqwiki-kor. Use it when you need a label for a piece of 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 Classification
- Library
- transformers
- License
- other
- Model type
- qwen2
- Access
- Public
- Created
- Oct 7, 2024
- Updated
- Nov 19, 2024
- SHA
- 63f75084
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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. -->
Qwen2.5-3B-MP-RM
This model is a fine-tuned version of Qwen/Qwen2.5-3B-Instruct on the iqwiki-kor/MP-86k dataset.
RewardBench Evaluation
| Model | Chat | Chat-Hard | Safety | Reasoning | Avg. |
|---|---|---|---|---|---|
| iqwiki-kor/Qwen2.5-3B-MP-RM | 89.1 | 75.2 | 87.3 | 95.4 | 86.8 |
| RLHFlow/ArmoRM-Llama3-8B-v0.1 | 96.9 | 76.8 | 90.5 | 97.3 | 90.4 |
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 2
- total_train_batch_size: 128
- total_eval_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
- Task
- Text Classification
- Library
- transformers
- Type
- qwen2
- License
- other
- Created
- Oct 7, 2024
- Updated
- Nov 19, 2024