deep-learning
Organizations
Affinity Groups
Announcements
| Title | Date |
|---|---|
| NSF requests research and education use cases for NAIRR | 02/22/24 |
| NVIDIA GenAI/LLM Virtual Workshop Series for Higher Ed | 02/17/24 |
| Open Call: Minisymposia for PASC24 | 10/05/23 |
Upcoming Events & Trainings
| Title | Date |
|---|---|
| ACES: AI/ML Techlab in Jupyter Notebooks | 9/17/24 |
Topics from Ask.CI
Knowledge Base Resources
| Title | Category | Tags | Skill Level |
|---|---|---|---|
| ACCESS HPC Workshop Series | Learning | deep-learning, machine-learning, neural-networks, big-data, tensorflow, gpu, training, openmpi, c, c++, fortran, openmp, programming, mpi, spark | Beginner, Intermediate |
| AI/ML TechLab - Accelerating AI/ML Workflows on a Composable Cyberinfrastructure | Docs | ACES, documentation, TAMU, ai, visualization, deep-learning, machine-learning, neural-networks, login, authentication, composable-systems, gpu, nvidia, slurm, bash, modules, vim, anaconda, conda, programming, python, scikit-learn | Intermediate |
| Attention, Transformers, and LLMs: a hands-on introduction in Pytorch | Learning | ai, deep-learning, machine-learning, neural-networks, pytorch | Intermediate |
Engagements
AI for Business
The research focus is to apply the pre-training techniques of Large Language Models to the encoding process of the Code Search Project, to improve the existing model and develop a new code searching model. The assistant shall explore a transformer or equivalent model (such as GPT-3.5) with fine-tuning, which can help achieve state-of-the-art performance for NLP tasks. The research also aims to test and evaluate various state-of-the-art models to find the most promising ones.
People with Expertise
Bala Desinghu
Harvard University
Programs
ACCESS CSSN, Campus Champions, CAREERS, Northeast
Roles
mentor, researcher/educator, research computing facilitator, cssn, Consultant
Expertise
Fernando Garzon
University of California, San Diego
Programs
ACCESS CSSN
Roles
mentor, research software engineer
Expertise
Expertise
People with Interest
Matthew Chung
University of California, Riverside
Programs
ACCESS CSSN, CCMNet
Roles
student-facilitator, cssn, CCMNet
Interests
Kevin Bryan
University of Rhode Island
Programs
Campus Champions
Roles
research computing facilitator
Interests