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gemma-7b-us-minecraft
emre570/gemma-7b-us-minecraft
gemma-7b-us-minecraft is a machine learning model from emre570. 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.
This model is fine-tuned from Unsloth's Gemma 1.1 7B Instruct quantized model with naklecha's Minecraft Question-Answer dataset. Fine-tuned with first 100k rows from dataset with 1 epoch, it took around 2 hours 20 min…
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At a glance
- Library
- peft
- Model type
- gemma
- Access
- Public
- Created
- May 4, 2024
- Updated
- Jun 2, 2024
- SHA
- 3416abfb
Base models
Model card
From the Hugging Face model README
Gemma 1.1 7B Instruct Minecraft Adapter Model
Updated Version
This model is fine-tuned from Unsloth's Gemma 1.1 7B Instruct quantized model with naklecha's Minecraft Question-Answer dataset. Fine-tuned with first 100k rows from dataset with 1 epoch, it took around 2 hours 20 minutes with NVIDIA RTX 4090.
Model can now generate some good answers. But sometimes it can generate inappropriate answers. I think this problem is based on lack of data.
Important Notes
- Model sometimes generates answers with no meanings. I am currently investigating this. This process can be long since I am a beginner in this field. If you have any suggestions, feel free to say it on model's Community page.
- Model is using bitsandbytes so use it with a CUDA supported GPU.
- Library
- peft
- Type
- gemma
- Created
- May 4, 2024
- Updated
- Jun 2, 2024