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gpt-j-code-alpaca-instruct
gvij/gpt-j-code-alpaca-instruct
gpt-j-code-alpaca-instruct is a machine learning model from gvij. 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 GPT-J 6B on Code-Alpaca-Instruct Dataset (ewof/code-alpaca-instruct-unfiltered) for 5 epochs or ~ 25,000 steps using MonsterAPI no-code LLM finetuner.
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At a glance
- Library
- peft
- Access
- Public
- Created
- Jul 4, 2023
- Updated
- Jul 4, 2023
- SHA
- a7580a48
Model card
From the Hugging Face model README
We finetuned GPT-J 6B on Code-Alpaca-Instruct Dataset (ewof/code-alpaca-instruct-unfiltered) for 5 epochs or ~ 25,000 steps using MonsterAPI no-code LLM finetuner.
This dataset is HuggingFaceH4/CodeAlpaca_20K unfiltered, removing 36 instances of blatant alignment.
The finetuning session got completed in 206 minutes and costed us only $8 for the entire finetuning run!
Hyperparameters & Run details:
- Model Path: EleutherAI/gpt-j-6b
- Dataset: ewof/code-alpaca-instruct-unfiltered
- Learning rate: 0.0003
- Number of epochs: 5
- Data split: Training: 90% / Validation: 10%
- Gradient accumulation steps: 1
Loss metrics:
license: apache-2.0
- Library
- peft
- Created
- Jul 4, 2023
- Updated
- Jul 4, 2023