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finetuned_phi_15_plantuml_generation
becares/finetuned_phi_15_plantuml_generation
finetuned_phi_15_plantuml_generation is a machine learning model from becares. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as mit.
This model is a fine-tuned version of microsoft/phi-15 on coai/plantumlgeneration dataset.
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At a glance
- Library
- peft
- License
- mit
- Access
- Public
- Created
- Jun 11, 2024
- Updated
- Jun 11, 2024
- SHA
- c0a964a7
Base models
Model card
From the Hugging Face model README
finetuned_phi_15_plantuml_generation
This model is a fine-tuned version of microsoft/phi-1_5 on coai/plantuml_generation dataset.
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 1
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 12
- total_train_batch_size: 12
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 3
Framework versions
- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.3.1+cu118
- Datasets 2.19.2
- Tokenizers 0.19.1
- Library
- peft
- License
- mit
- Created
- Jun 11, 2024
- Updated
- Jun 11, 2024