deep-learning
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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 |
|---|---|
| HPC and Data Science Summer Institute | 8/05/24 |
Topics from Ask.CI
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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
San Diego State University
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.
Status: Complete
People with Expertise
Stanley Nwoji
Harrisburg University of Science and Technology
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Deborah Penchoff
University of Tennessee - Knoxville
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research computing facilitator
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