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gemma-2b-travel-qa
ashmib/gemma-2b-travel-qa
gemma-2b-travel-qa is a question answering model from ashmib. Use it when the input is a question plus a passage. The card lists the license as mit.
This is a sample project where we fine-tuned the Gemma-2b-it model on Wikivoyage travel data on European cities to see if it answers the travel related Q&A better. This is also an ongoing WIP project.
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At a glance
- Task
- Question Answering
- License
- mit
- Model type
- gemma
- Access
- Public
- Created
- Oct 7, 2024
- Updated
- Oct 8, 2024
- SHA
- d718695b
Try a prompt
Base models
Datasets
Model card
From the Hugging Face model README
Finetuning Gemma-2b-it Models to answer European travel-related Q&A
This is a sample project where we fine-tuned the Gemma-2b-it model on Wikivoyage travel data on European cities to see if it answers the travel related Q&A better. This is also an ongoing WIP project.
Training Specs
- Gemma-2b fine-tuned on 2 Nvidia A40 GPUs using HuggingFace SFTrainer
- 10 epochs
- 1e-5 learning rate
Data
- Wikivoyage (English) data for 160 European cities.
- Used Gemini 1.5 Pro and Flash to extract relevant questions from the data.
- Task
- Question Answering
- Type
- gemma
- License
- mit
- Languages
- en
- Created
- Oct 7, 2024
- Updated
- Oct 8, 2024