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UTI_M2_50steps_1e6rate_03beta_CSFTDPO
tsavage68/UTI_M2_50steps_1e6rate_03beta_CSFTDPO
UTI_M2_50steps_1e6rate_03beta_CSFTDPO is a text generation model from tsavage68. Use it when you need the model to write or continue text. It is set up for transformers. 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
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Jun 5, 2024
- Updated
- Jun 5, 2024
- SHA
- 5b9cd16a
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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. -->
UTI_M2_50steps_1e6rate_03beta_CSFTDPO
This model is a fine-tuned version of tsavage68/UTI_M2_1000steps_1e5rate_SFT on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0695
- Rewards/chosen: 0.6224
- Rewards/rejected: -8.0773
- Rewards/accuracies: 0.9000
- Rewards/margins: 8.6997
- Logps/rejected: -71.0904
- Logps/chosen: -18.2199
- Logits/rejected: -3.8351
- Logits/chosen: -3.7548
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-06
- train_batch_size: 2
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- training_steps: 50
Training results
| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.3884 | 0.3333 | 25 | 0.1489 | 0.7207 | -2.4105 | 0.9000 | 3.1312 | -52.2010 | -17.8923 | -3.8266 | -3.7517 |
| 0.0182 | 0.6667 | 50 | 0.0695 | 0.6224 | -8.0773 | 0.9000 | 8.6997 | -71.0904 | -18.2199 | -3.8351 | -3.7548 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.0.0+cu117
- Datasets 2.19.2
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Created
- Jun 5, 2024
- Updated
- Jun 5, 2024