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llama-3.2.1-finetuning-assign
shlee0/llama-3.2.1-finetuning-assign
llama-3.2.1-finetuning-assign is a machine learning model from shlee0. 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 apache-2.0.
- Model ID: llama-3.2.1-finetuning-assign
All-time downloads
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Repo size
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At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Dec 8, 2024
- Updated
- Dec 9, 2024
- SHA
- 93867810
Base models
Model card
From the Hugging Face model README
Model Details
- Model ID: llama-3.2.1-finetuning-assign
Model Description
- Developed by: Meta AI
- Funded by: Internal Project
- Shared by: Meta Open Source
- Model type: Instruction-Following Large Language Model
- Language(s) (NLP): Korean
- License: Apache 2.0
- Finetuned from model: Llama-3.2-1B-Instruct
Uses
Direct Use
- Nature Language Process
Downstream Use
- order automation
Training Details
Training Data
- Source: order agent assignment data
- Size: 723KB
Training Hyperparameters
- Batch size: 2
- Learning rate: 1e-4
- Epochs: 1
Evaluation
Metrics
- BLEU: 87.28
Environmental Impact
- Hardware Type: Google Colab T4
- Hours used: 1
Citation
- Hugging Face: https://huggingface.co/docs
- SacreBLEU: https://github.com/mjpost/sacrebleu
- PEFT LoRA: https://github.com/huggingface/peft
- Library
- peft
- License
- apache-2.0
- Languages
- ko
- Created
- Dec 8, 2024
- Updated
- Dec 9, 2024