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CDPO-Zephyr-7B-iter-2
Katayoon/CDPO-Zephyr-7B-iter-2
CDPO-Zephyr-7B-iter-2 is a machine learning model from Katayoon. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- mit
- Model type
- mistral
- Access
- Public
- Created
- Sep 26, 2024
- Updated
- Sep 27, 2024
- SHA
- 7d9af8ae
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. -->
CDPO-Zephyr-7B-iter-2
This model is a fine-tuned version of Katayoon/CDPO-Zephyr-7B-iter-1 on the updated and the original datasets.
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-07
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 16
- gradient_accumulation_steps: 4
- total_train_batch_size: 256
- total_eval_batch_size: 64
- 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
Training results
Framework versions
- Transformers 4.40.2
- Pytorch 2.1.2+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- mistral
- License
- mit
- Created
- Sep 26, 2024
- Updated
- Sep 27, 2024