#1 Benchmarked Palmyra-Med-70b and
Palmyra-Fin-70b now available as open models on NVIDIA API catalog,
Baseten, and Hugging Face, empowering developers with powerful,
highly accurate tools to build and deploy industry-specific AI
applications.
Palmyra-Fin-70b becomes the only financial
services model available as an NVIDIA NIM inference microservice
and the first LLM that can pass the CFAⓇ Level III Exam.
Writer, the full-stack generative AI platform delivering
transformative ROI for the world’s leading enterprises, today
announced Palmyra-Med-70b and Palmyra-Fin-70b, two industry-leading
specialized large language models (LLMs) specifically designed for
the healthcare and financial services industries. Beginning today,
these cutting-edge models are available as open models from NVIDIA,
Baseten, and Hugging Face, as well as via the Writer Platform. They
bring unparalleled domain expertise and accuracy to medical and
financial generative AI applications, surpassing the performance of
comparable models with single (zero-shot) attempts.
“Domain-specific LLMs are revolutionizing the AI landscape by
delivering unmatched precision,” said Writer CTO and Co-Founder
Waseem Alshikh. “Building on our track record of bleeding-edge
innovation, Writer is pioneering this movement by creating models
with deep, sector-specific expertise, exceptionally well-suited for
enterprises use cases. We’re committed to advancing the health and
financial industries hand-in-hand with our customers, ensuring our
generative AI solutions drive transformative outcomes for the
world’s leading companies and the people they serve.”
Palmyra-Med-70b and Palmyra-Fin-70b join Writer’s family of
top-benchmarked LLMs, setting a new standard for domain-specific
models. Extensive testing confirmed the superiority of both models
over larger, generalized models like GPT-4 and specialized models
like Med-Palmyra-2 and comparable financial models. Their
exceptional performance across various domain-specific benchmarks
underscores their remarkable ability to handle complex
industry-specific tasks with exceptional accuracy.
Palmyra-Fin: Empowering Financial AI
Palmyra-Fin-70b stands as a game-changer in financial generative
AI applications. It is now the only financial services model
offered as an NVIDIA NIM inference microservice and available from
ai.nvidia.com.
Palmyra-Fin-70b shows unparalleled proficiency in financial
forecasting, investment analysis, risk evaluation, fraud detection,
and asset allocation strategy, and it can power these use cases
with unprecedented accuracy. Leveraging a vast corpus of financial
data and incorporating state-of-the-art fine tuning techniques,
Palmyra-Fin possesses specialized knowledge that enables it to
understand and analyze financial information with extraordinary
precision. Financial institutions and businesses can harness its
capabilities to gain actionable insights and make informed
decisions.
In a long-fin-eval benchmark test, Palmyra-Fin outperformed
popular models like Claude 3.5 Sonnet, GPT-4o, and Mixtral-8x7b —
showcasing the model’s ability to analyze complex financial topics.
It is also the first model capable of passing the CFAⓇ Level III
exam, often branded as "the world's hardest exam" and one of the
highest distinctions in the investment management profession.
Combined with the Writer full-stack generative AI platform —
which includes integrated graph-based RAG technology, AI
guardrails, and a suite of developer tools — Palmyra LLMs have
enabled leading financial institutions like Vanguard and Franklin
Templeton and innovative fintech companies like Intuit to reinvent
their workflows with generative AI.
Palmyra-Med: Transforming Healthcare AI
Writer’s platform is also used by world-leading Fortune 50
healthcare companies, as well as healthcare innovators like
Vizient, CirrusMD, and Medisolv, to help improve patient outcomes
with powerful generative AI applications that are infused with deep
medical knowledge.
Palmyra-Med-70b, the latest iteration of Writer's healthcare
models, is now the most accurate model available on the market.
Rigorous testing revealed an impressive average accuracy of 85.9%
across all medical benchmarks in a zero-shot attempt, dramatically
surpassing the runner-up, Med-PaLM-2, which achieved 84% accuracy
after six attempts.
Palmyra-Med-70b demonstrates profound proficiency in meeting the
specific demands of the healthcare field. It excels in analyzing
and summarizing complex clinical notes, EHR data, and discharge
summaries. Its exceptional ability to identify key medical
concepts, such as diseases, symptoms, medications, procedures, and
anatomical structures, from unstructured text significantly
enhances clinical decision-making. It also aids in the development
and understanding of clinical trial protocols, drug interaction
summaries, medical document generation, and much more.
Availability
Palmyra-Med-70b and Palmyra-Fin-70b are now available via
Writer's API, no-code tools, and the Writer Framework. They are
also accessible on the NVIDIA API catalog, Hugging Face, and
Baseten, enabling seamless deployment locally or to private clouds.
Writer is releasing both Palmyra-Med-70b and Palmyra-Fin-70b under
an open model license to give researchers, non-profits, and
non-commercial users access to test and deploy the state-of-the-art
models.
To explore the capabilities of Palmyra-Med and Palmyra-Fin and
their potential to transform AI applications in healthcare and
financial services, visit our blog. For more information on
licensing for commercial use cases, get in touch with the Writer
sales team.
About Writer
Writer is the full-stack generative AI platform delivering
transformative ROI for the world’s leading enterprises. Its
all-in-one solution makes it easy to deploy customized AI apps and
workflows that accelerate growth, increase productivity, and ensure
compliance. Designed to provide enterprise-grade accuracy,
security, and efficiency, Writer’s suite of development tools is
supported by Palmyra – Writer’s state-of-the-art family of LLMs –
alongside its industry-leading graph-based RAG and customizable AI
guardrails. Named one of the top 50 companies in AI by Forbes,
Writer empowers hundreds of customers like Accenture, Intuit,
L’Oreal, and Vanguard to transform the way they work. Founded in
2020 with offices in San Francisco, New York City, and London,
Writer is backed by strategic investors, including ICONIQ Growth,
Insight Partners, WndrCo, Balderton Capital, and Aspect Ventures.
Learn more at writer.com.
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