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gpt1B_DPO_model_ver2
thorirhrafn/gpt1B_DPO_model_ver2
gpt1B_DPO_model_ver2 is a machine learning model from thorirhrafn. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. 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
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Apr 23, 2024
- Updated
- Apr 23, 2024
- SHA
- 592dc300
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. -->
gpt1B_DPO_model_ver2
This model is a fine-tuned version of AI-Sweden-Models/gpt-sw3-1.3b on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0069
- Rewards/chosen: 0.0482
- Rewards/rejected: -6.7989
- Rewards/accuracies: 1.0
- Rewards/margins: 6.8472
- Logps/rejected: -275.1611
- Logps/chosen: -112.8062
- Logits/rejected: -2.7230
- Logits/chosen: -2.9162
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
- gradient_accumulation_steps: 8
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.0089 | 0.79 | 200 | 0.0086 | 0.0829 | -6.3343 | 1.0 | 6.4172 | -270.5143 | -112.4591 | -2.7397 | -2.9321 |
| 0.0031 | 1.59 | 400 | 0.0069 | 0.0482 | -6.7989 | 1.0 | 6.8472 | -275.1611 | -112.8062 | -2.7230 | -2.9162 |
Framework versions
- PEFT 0.8.2
- Transformers 4.38.1
- Pytorch 2.2.0+cu118
- Datasets 2.17.1
- Tokenizers 0.15.2
- Library
- peft
- License
- apache-2.0
- Created
- Apr 23, 2024
- Updated
- Apr 23, 2024