Model: Wildstash/dental-clinical-assistant-20b
Author: Wildstash
Pipeline: text-generation
Library: transformers
Tags: transformers, safetensors, structured treatment planning, structured output, supervised fine tuning, sft, dental, dentistry, dental ai, dental clinical assistant, clinical decision support, diagnosis, treatment planning, evidence based, dental emergencies, antibiotic stewardship, guideline adherence, dental guidelines, endodontics, periodontics, oral surgery, prosthodontics, orthodontics, pediatric dentistry, dental radiology, differential diagnosis, risk assessment, triage, case reasoning, chairside assistant, point of care, medical, healthcare, clinical reasoning, synthetic data, hipaa compliant, text-generation, en, dataset:Wildstash/dental-2.5k-instruct, base_model:openai/gpt-oss-20b, base_model:finetune:openai/gpt-oss-20b, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: openai/gpt-oss-20b
Card metadata: license: apache-2.0
language: en
pretty_name: Dental Clinical Assistant 20B
base_model: openai/gpt-oss-20b
library_name: transformers
pipeline_tag: text-generation
tags: structured treatment planning, structured output, supervised fine tuning, sft, dental, dentistry, dental ai, dental clinical assistant, clinical decision support, diagnosis, treatment planning, evidence based, dental emergencies, antibiotic stewardship, guideline adherence, dental guidelines, endodontics, periodontics, oral surgery, prosthodontics, orthodontics, pediatric dentistry, dental radiology, differential diagnosis, risk assessment, triage, case reasoning, chairside assistant, point of care, medical, healthcare, clinical reasoning, synthetic data, hipaa compliant
datasets: Wildstash/dental-2.5k-instruct
model-index: name: Wildstash/dental-clinical-assistant-20b
results: task: type: text-generation
name: Dental clinical QA (internal heuristic)
dataset: name: Wildstash/dental-2.5k-instruct
type: Wildstash/dental-2.5k-instruct
split: test
metrics: type: clinical_guideline_adherence
value: 0.9
verified: no, type: reasoning_transparency
value: 0.92
verified: no
widget: text: Evaluate dental emergency: 45M, severe tooth pain, facial swelling, fever 101°F. Give differential, immediate management, antibiotics, follow up.
parameters: max_new_tokens: 400
temperature: 0.7, text: Periodontics: 52F with generalized 6–8 mm pockets and bleeding. Stage and grade, risk, and 90‑day treatment plan.
parameters: max_new_tokens: 350
temperature: 0.7, text: Endodontics: 33M, #19 lingering cold sensitivity, severe biting pain. Diagnose and outline RCT vs extraction decision.
parameters: max_new_tokens: 350
temperature: 0.7, text: Oral surgery: Impacted mandibular third molar with pericoronitis. Indications, risks, and peri‑op antibiotics.
parameters: max_new_tokens: 320
temperature: 0.7
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Created: 2025-10-28 09:22:39