Palmyra Med (original) (raw)

WRITER’s specialized healthcare language model, Palmyra Med, is designed to support clinical and administrative workflows with high accuracy in medical terminology, coding, and analysis. With advanced capabilities for medical coding standards like RxNorm, ICD-10-CM, and SNOMED CT, it’s ideal for applications in medical analysis, treatment planning, clinical trials, and more.

Details

Text input & output
32k context length

Availability

No-code
WRITER Framework
API

Price

Input: $5.00 / 1M tokens
Output: $12.00 / 1M tokens

Use cases & capabilities

Medical coding
Palmyra Med supports highly accurate retrieval and application of medical codes, including RxNorm for medications, ICD-10-CM for diagnoses, and SNOMED CT for medical concepts, making it a powerful tool for healthcare documentation and billing.

Clinical decision support
With healthcare-specific knowledge, Palmyra Med can assist in diagnostics and treatment planning, helping healthcare providers make informed, data-backed decisions.

Document summarization and reporting
Optimized for summarizing lengthy medical records and generating concise reports, Palmyra Med enhances efficiency in patient documentation and case review.

Benchmarking

Palmyra Med sets the industry standard in healthcare-specific performance, excelling across a range of medical benchmarks with unmatched accuracy and clinical relevance.

Overall medical benchmarks: Palmyra Med averaged 85.9% across all medical benchmarks, surpassing Med-PaLM-2 by nearly 2 percentage points. Unlike Med-PaLM-2, which requires multiple examples to reach similar scores, Palmyra Med achieved these results in a zero-shot setting, highlighting its advanced capabilities.
Clinical knowledge and anatomy: Scoring 90.9% in MMLU Clinical Knowledge and 83.7% in MMLU Anatomy, Palmyra Med demonstrates a strong understanding of clinical procedures and human anatomy, making it an invaluable tool for assisting with medical analysis and treatment planning.
Genetics and college medicine: With scores of 94.0% in Medical Genetics and 84.4% in College Medicine, Palmyra Med excels in interpreting genetic data and applying complex medical knowledge, supporting use cases in assisting with genetic counseling and medical education.
Biomedical research: Palmyra Med achieved 80% on PubMedQA, showcasing its ability to extract and analyze information from biomedical literature, which is essential for research and evidence-based medical practices.

Average performance of models across medical benchmark test

Palmyra Med delivers superior medical benchmark performance at a price of 10per1Moutputtokens—substantiallylessexpensivethanlargerfrontiermodelslikeGPT−4,whichcosts10 per 1M output tokens — substantially less expensive than larger frontier models like GPT-4, which costs 10per1Moutputtokens—substantiallylessexpensivethanlargerfrontiermodelslikeGPT−4,whichcosts60 for the same amount of output. This makes Palmyra Med an attractive option for medical professionals and institutions and illustrates a key advantage of domain-specific models.