GemMath
This model is a domain-specific fine-tuned LLM model which is specialized in mathematical inferences and deductions, based on Gemma2 LLM model.
Model Description
- Developed by: Nathan Kim (NK590)
- Model type: LLM model
- Language(s) (NLP): English
- License: MIT
- Finetuned from model: gemma2-2b
Uses
You can import .gguf file with ollama to run this model.
For example, make Modelfile file below in the same directory with .gguf file,
FROM unsloth.Q8_0.gguf
TEMPLATE """{{- if .System }}
<s>{{ .System }}</s>
{{- end }}
<s>Human:
{{ .Prompt }}</s>
<s>Assistant:
"""
SYSTEM """A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions."""
PARAMETER temperature 0
PARAMETER num_predict 3000
PARAMETER num_ctx 4096
PARAMETER stop <s>
PARAMETER stop </s>
then run the following command to read on ollama:
ollama create {model_name} -f Modelfile
finally, you can run this model on ollama. Enjoy!
ollama run {model_name}
Training Data
This model was fine-tuned using orca-math-word-problems-200k dataset.
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