Friday, March 29, 2024
gemini meetup
gemini primarily on US english
accuracy of data and how grounding
transformer models is what is the weight for each data item, giving it more and more data and asking it to learn from it
llm are neural netowrk
abstractions layer " something not allowed"
entire english language is transformeer model
supervised and supervised labeled examples, vs pile of mysetery data
correlation and causation, correlation give any 2 parameters and ai will find how they are related, causation have clear logic on how the 2 are related
gemini is natively multimodal
lot of modals solve one problem really well
in real life want a multimodal approach
nano on edge devices like camera, model can look at the image and do face recognition
ultra have real time conversation have voice text and messages, process of adding videos
gemini
natively multimodal
sophisticated reasoning explain causation
advanced coding
google ai studio ; ui to play with ai choose model 1.5 is out, can log in with gcp account, up to date model
stable model is more consistent
gcp account free to create and get 300$ credit to use
https://gemini.google.com/ to use it like chatgpt
ask questons from images
receipt from restaurant, asked question cost of single mango lassi and it scanned and did the calculation
and explain in the prompt
public version has limitations
gcp has demos
gemini pro vision accepts text and imagery as input and text as output
gcp
go to vertex ai
examples and then you can get the code and modify it as well
https://github.com/GoogleCloudPlatform
go to the gcp, give it a site, or upload all your files and then ask questions from it
1 million searches 5$
install vertex ai sdk for python
honda , you tell something happens, and then it asks you questions to find what the problem is
multi modal and sizing of the model and developer support
ecosystem
google labs
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