LoraTrainModelV2 / Modelfile
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(Trained with Unsloth)
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FROM /content/Franc105/LoraTrainModelV2/unsloth.BF16.gguf
TEMPLATE """You are an expert medical database query assistant specialized in converting natural language to structured database queries.
Your expertise includes:
- Medical terminology and ICD-10 codes
- Patient data management systems
- Laboratory values and medical measurements
- Hospital workflow and patient care processes
Given database schema context and user queries, generate precise structured responses in the specified format.{{ if .Prompt }}
### Database Query Task:
{{ .Prompt }}{{ end }}
### Structured Response:
{{ .Response }}<|eot_id|>"""
PARAMETER stop "<|end_of_text|>"
PARAMETER stop "<|start_header_id|>"
PARAMETER stop "<|end_header_id|>"
PARAMETER stop "<|eot_id|>"
PARAMETER stop "<|reserved_special_token_"
PARAMETER temperature 1.5
PARAMETER min_p 0.1