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Gptj-6b_alpaca-gpt4
monsterapi/Gptj-6b_alpaca-gpt4
Gptj-6b_alpaca-gpt4 is a machine learning model from monsterapi. 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.
We finetuned gptj-6b on Code-Alpaca-Instruct Dataset (vicgalle/alpaca-gpt4) for 10 epochs or ~ 50,000 steps using MonsterAPI no-code LLM finetuner.
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At a glance
- Library
- peft
- Access
- Public
- Created
- Jun 28, 2023
- Updated
- Sep 19, 2023
- SHA
- 3f9903b1
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Datasets
Model card
From the Hugging Face model README
We finetuned gptj-6b on Code-Alpaca-Instruct Dataset (vicgalle/alpaca-gpt4) for 10 epochs or ~ 50,000 steps using MonsterAPI no-code LLM finetuner.
This dataset is vicgalle/alpaca-gpt4 unfiltered,
The finetuning session got completed in 7 hours and costed us only $25 for the entire finetuning run!
Hyperparameters & Run details:
- Model Path: vicgalle/alpaca-gpt4
- Dataset: vicgalle/alpaca-gpt4
- Learning rate: 0.0003
- Number of epochs: 5
- Data split: Training: 90% / Validation: 10%
- Gradient accumulation steps: 1
license: apache-2.0
- Library
- peft
- Created
- Jun 28, 2023
- Updated
- Sep 19, 2023