Downloads · 30 days
10
18% of all-time downloads
orpo-model-output
LouisSanna/orpo-model-output
orpo-model-output is a text generation model from LouisSanna. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
56
Public
Parameters
124M
1.5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors498 MB · 99%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Aug 30, 2024
- Updated
- Aug 30, 2024
- SHA
- 32b677ee
Try a prompt
Base models
Datasets
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. -->
orpo-model-output
This model is a fine-tuned version of openai-community/gpt2 on the piqa dataset. It achieves the following results on the evaluation set:
- Loss: 3.2999
- Rewards/chosen: -0.3182
- Rewards/rejected: -0.3369
- Rewards/accuracies: 0.6693
- Rewards/margins: 0.0187
- Logps/rejected: -3.3688
- Logps/chosen: -3.1821
- Logits/rejected: -24.5739
- Logits/chosen: -24.6603
- Nll Loss: 3.2330
- Log Odds Ratio: -0.6695
- Log Odds Chosen: 0.2013
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-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen | Nll Loss | Log Odds Ratio | Log Odds Chosen |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3.1799 | 1.0 | 3223 | 3.1575 | -0.2992 | -0.3103 | 0.6472 | 0.0111 | -3.1030 | -2.9917 | -16.2781 | -16.3180 | 3.0900 | -0.6758 | 0.1201 |
| 2.7077 | 2.0 | 6446 | 3.1544 | -0.3005 | -0.3160 | 0.6652 | 0.0154 | -3.1595 | -3.0051 | -21.7517 | -21.8387 | 3.0878 | -0.6671 | 0.1676 |
| 2.2691 | 3.0 | 9669 | 3.2999 | -0.3182 | -0.3369 | 0.6693 | 0.0187 | -3.3688 | -3.1821 | -24.5739 | -24.6603 | 3.2330 | -0.6695 | 0.2013 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.0.0
- Datasets 2.16.1
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- Aug 30, 2024
- Updated
- Aug 30, 2024