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john simerlink
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Decks in this class (33)
Transformers
Transformers were developed to so...,
What is sequence transduction,
For models to perform sequence tr...
55
cards
Large Language Models
How many params does chinchilla have,
Training compute optimal large la...,
Chinchilla scores on mmlu
10
cards
Misc
Beyond compute budget model size ...,
Vqgan,
Clip
11
cards
Optical DNNs
List the four main time consuming...,
2022 penn engineers optical dnn c...,
Upenn 2022 optical dnn processing...
3
cards
RNNs
Why use rnns ostensibly as oppose...
1
cards
Neural Network Basic Ingredienrs
Activation functions are typicall...,
List three example activation fun...,
The softmax function is a general...
55
cards
Paper: Neural Networks and the Chomsky Hierarchy
0
cards
Stats
Pmf,
Probability mass function,
Bernoulli distribution
25
cards
Basic Info Theory
What is the amount of information...,
The information content of an eve...,
If p e is close to zero then what...
5
cards
AI Hardware
Pcie stands for,
Pci stands for,
Bus
18
cards
Tesla AI Hardware
As of 8 17 22 how many gpus does ...,
As of aug 2022 teslas non dojo su...
2
cards
AI Tests
Bleu stands for,
Bleu
2
cards
Diffusion Models
3 parts of stable diffusion model,
At a high level what does the lan...,
Sd s diffusion model is what
5
cards
Autoencoders
What is a high level definition o...,
At a high level how does an autoe...,
At a medium level how does an aut...
3
cards
Transformers:Attention
Attention formula,
How do the keys values and query ...,
In a seq2seq model we encode the ...
9
cards
Misc Math
0
cards
Transformers: The attention Mechanism From Scratch
Step 1,
Step 2
2
cards
Article: Will Transformers Take Over Artificial Intelligence?
Source,
Compare and contrast other ai app...
2
cards
Image Models
Interesting thing about parti
1
cards
Text Models
What is the implication of chatgp...,
What does t5 stand for,
When was t5 made
3
cards
Transformers:Self attention
The self attention operation take...,
If the keys queries and values ar...
2
cards
Seq To Seq Models
In any arbitrary decoder step of ...
1
cards
Transformers:Misc
What needs to be done before inpu...
1
cards
PMAI: Chapter 9
0
cards
PMAI Ch9
Electromagnetic radiation reflect...,
The response of each sensor is pr...
2
cards
Ai Engineering
0
cards
Sarathi
What percent of compute time duri...,
Ffn_ln1 stands for
2
cards
Training
What is the generality of backpro...,
Difference between micrograd and ...,
In classification problems how ca...
23
cards
Hessian Approximation
So if i had a large language mode...,
How much memory would you need to...
2
cards
Decision Trees And Random Forests
What is a fundamental flaw of dec...,
What is the intuition behind the ...
2
cards
Open Source LLM details
What is safetensors,
Speed of safetensors vs ckpt,
What is was pre july 2023 the sta...
6
cards
Evals
Accuracy,
Precision,
Recall
8
cards
Energy
How much power if data centers gl...,
How much power needed for human b...,
Total power from sunlight on earth
6
cards
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