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🎤 Vocab
❗ Information
Small summary
✒️ -> Scratch Notes
Manos Kukomudas
OUMI - open universal machine intelligence
change in AI:
- open -> closed
- controlled by elite tech gians
why? - access to compue
- platform to make AI resaerch easy, efficient, cumulative
- “hard fo rstudents t do this research. none has managed to do distributed multi-mode training”
- mindset: people feel like they cant compete
Deepseek wakeup call
- US investing far more on closed source than open models
Truly open - open data, code, models, and collaboration
similar to Linux >> Unix - better with time
- flexibility / support valued
People have cam etotgether before
- Humand Genome Project / CERN LHC
- why not for AI?
OUMI Resaerch Platofrm
- provide platform for AI
- Foundation models research
- Building models is complex:
- Pretraining, supervised fine tuning, preference tuning, evaluation, data synthesis, inference, deployment
- Models, datasets, optimization techniques, benchmarks
- fully open ource (apache 2.0)
- built on pytorch, optimized
- Building models is complex:
For this hackathan:
- easy to experiment any large model in oumi
- ustomizea smal model with ur own data that fits on rasberry pi
- or train larrge model and distill to a small model that fits
Judging Rubric
4 pts - define problm
4 pts - integrate hardware well
4 pts - leverage data / computation
- potentially ucd ag ml
- potentially make your own
- demonstrate this all in presentation
- reputable?
2 pts - presentation quality
- reputable?
Demo
Zhaodan and Prabash
2 kits:
- Sprysense
- low power
- main board & extension board
- GPS/SSD/Audio
- Sim cards/Wifi
- Agent pulse? make and deploy lightweight ML models on edge devices
- Rassbery pi AI Camera
- more powerful, made for small NN
- all processing on camera iteself
- rpi0 free for other processing, not just model
- rpi0
- wifi
use at least 1
- wifi
team 5 us
🧪 -> Refresh the Info
Did you generally find the overall content understandable or compelling or relevant or not, and why, or which aspects of the reading were most novel or challenging for you and which aspects were most familiar or straightforward?)
Did a specific aspect of the reading raise questions for you or relate to other ideas and findings you’ve encountered, or are there other related issues you wish had been covered?)
🔗 -> Links
Resources
- Put useful links here
Connections
- Link all related words