Models and Resources
Each team will receive:
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Unrestricted access to 8 H100s for 10 days
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$100 credits to the Nebius AI studio
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Training and tuning access to all models in the NVIDIA BioNeMo framework
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Inference-only access to select additional models from NVIDIA NIMs
A subset of available models is listed below. Visit the Nebius AI studio for a complete list.
8 H100 GPUs
allocated per team
$100 Nebius AI Studio Credits
NVIDIA BioNeMo Framework
CHALLENGES
AI systems that act in collaboration with scientists, engineers, or clinicians to accelerate existing workflows across research, development, and operations.
Methods to improve representation and inference in intricate biological systems or clinical challenges, with multi-modal or biologically-informed architectures, or novel applications of foundation models.
Molecular Optimization and Genomic Modeling
Methods for modeling genomic sequences and molecular structures for drug development and target or biomarker identification, working with data at the genomic, transcriptomic, or protein level.
REGIONAL HACKATHONS
Not an incorporated start-up ready to commit to a 10 day sprint? Regional hackathons provide short-term access to the Nebius cloud computing platform and NVIDIA modeling resources. A great fit for AI/ML engineers looking to experiment with projects in healthcare and biology, startups looking for new team members, or anyone interested in building with the models available through NVIDIA BioNeMo and the Nebius AI Studio.
Prior experience building and training AI models is recommended. Applicants are not required to apply with a pre-existing team or project.
JUDGES


Ben Busby
NVIDIA

Shyamal Anadkat
OpenAI

Matt Durant
Future House

Kevin Yang
Microsoft Research

Berton Earnshaw
Recursion

Jin Yun
AstraZeneca

Stacie Calad-Thomson
NVIDIA

Julian Englert
Adaptyv Bio

JB Michel
Basis Set Ventures

Daniel Burkhardt
NVIDIA

Neil Thomas
EvolutionaryScale

Cindy Wei
Lunar VC

Roy Tal
NVIDIA

Artem Elmuratov
Nebius

Nicolas Luras-Stone
Benchling

Mashrur Haider
Nebius

Yannick Sun
Misogi Labs

Hannah Han Le
LatchBio

Christoph Krettler
Enveda Biosciences

Laksshmam Sundaram
NVIDIA

Michael Retchin
Scale Medicines

Arthur Zalevsky
UCSF
Available Models
All NVIDIA BioNeMo framework models are available for fine-tuning. Models from the Nebius AI Studio and NVIDIA NIMs are available inference-only.
A subset of available models is listed below. Visit the Nebius AI studio for a complete list of available LLMs.
gpt-oss
openAI
OpenAI’s open-weight models designed for powerful reasoning, agentic tasks, and versatile developer use cases. Available in 20b and 120b variants.
Hermes-4
NousResearch
OpenAI’s open-weight models designed for powerful reasoning, agentic tasks, and versatile developer use cases. Available in 20b and 120b variants.




