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IE_M2_100steps_1e7rate_01beta_cSFTDPO
tsavage68/IE_M2_100steps_1e7rate_01beta_cSFTDPO
IE_M2_100steps_1e7rate_01beta_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
- Sep 23, 2024
- Updated
- Sep 23, 2024
- SHA
- 0da11a28
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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. -->
IE_M2_100steps_1e7rate_01beta_cSFTDPO
This model is a fine-tuned version of tsavage68/IE_M2_1000steps_1e7rate_SFT on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3747
- Rewards/chosen: -0.1730
- Rewards/rejected: -3.5887
- Rewards/accuracies: 0.4600
- Rewards/margins: 3.4157
- Logps/rejected: -76.9091
- Logps/chosen: -43.9359
- Logits/rejected: -2.8759
- Logits/chosen: -2.8145
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-07
- 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: 100
Training results
| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.558 | 0.4 | 50 | 0.4553 | -0.0349 | -0.8002 | 0.4600 | 0.7653 | -49.0237 | -42.5545 | -2.9038 | -2.8422 |
| 0.3818 | 0.8 | 100 | 0.3747 | -0.1730 | -3.5887 | 0.4600 | 3.4157 | -76.9091 | -43.9359 | -2.8759 | -2.8145 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.0.0+cu117
- Datasets 3.0.0
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Created
- Sep 23, 2024
- Updated
- Sep 23, 2024