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tinyllama-1.1b-mt-dpo-full_LR5e-8_BS16_3epochs
martimfasantos/tinyllama-1.1b-mt-dpo-full_LR5e-8_BS16_3epochs
tinyllama-1.1b-mt-dpo-full_LR5e-8_BS16_3epochs is a text generation model from martimfasantos. 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
- llama
- Access
- Public
- Created
- Jul 8, 2024
- Updated
- Jul 9, 2024
- SHA
- bc95c6b8
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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. -->
tinyllama-1.1b-mt-dpo-full_LR5e-8_BS16_3epochs
This model is a fine-tuned version of martimfasantos/tinyllama-1.1b-mt-sft-full on the haoranxu/ALMA-R-Preference dataset.
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-08
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 3
Training results
Framework versions
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Created
- Jul 8, 2024
- Updated
- Jul 9, 2024