AmazonBedrockPricing Flashcards

1
Q

Amazon ____ access can be given to your team to allow them to create AI-powered applications.

A

Bedrock Studio

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2
Q

Amazon Bedrock provides ____ detection to check if an image was generated by the Titan Generator.

A

watermark

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3
Q

With Amazon Bedrock on-demand use, you are charged on a ____ plan.

A

pay-as-you-go

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4
Q

On-Demand Amazon Bedrock pricing only works with ____ models.

A

base

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5
Q

With Amazon Bedrock on-demand pricing text models, you are charged for every input/output ____ processed.

A

token

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6
Q

With Amazon Bedrock on-demand pricing embedding models, you are charged for every input ____ processed.

A

token

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7
Q

With Amazon Bedrock on-demand pricing image models, you are charged for every image ____.

A

generated

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8
Q

You can get Amazon Bedrock discounts up to 50% by using ____ mode.

A

batch

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9
Q

When Amazon Bedrock batch pricing is used, multiple predictions at a time can be submitted and a ____ output files is sent to ____.

A

single / S3

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10
Q

____ allows you to purchase model units for a certain time (1 month, 6 months, etc)

A

provisioned throughput Bedrock pricing

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11
Q

With ____, you are guaranteed a max number of input/output tokens processed per minute.

A

provisioned throughput Bedrock pricing

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12
Q

Provisioned Throughput Bedrock pricing works with ____ models, but is necessary with ____ and ____ models.

A

base / fine-tuned and custom

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13
Q

What are the three Amazon Bedrock pricing options?

A

on-deman, batch, provisioned throughput

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14
Q

Rank the following model improvement techniques from least to most expensive.

a) instruction-based fine-tuning
b) prompt engineering
c) domain adaptation fune-tuning
d) retrieval augmented generatin (RAG)

A

prompt engineering, rag, instruction-based fine-tuning, domain adaptation fine-tuning

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15
Q

Why is domain adaptation the most expensive technique for model improvement?

A

model is trained on domain-specific dataset (requires intensive computation)

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16
Q

Which of the following model improvement techniques does not require any additional model training or changes?

a) instruction-based fine-tuning
b) prompt engineering
c) domain adaptation fune-tuning
d) retrieval augmented generatin (RAG)

A

prompt engineering and rag

17
Q

Which of the following model improvement techniques require additional computation?

a) instruction-based fine-tuning
b) prompt engineering
c) domain adaptation fune-tuning
d) retrieval augmented generatin (RAG)

A

instruction-based fine-tuning and domain adaptation fine-tuning

18
Q

What is the main driver of cost savings with Amazon Bedrock?

A

the number of input and output tokens

19
Q

True/False: Temperature, TopK and Top P parameters can affect your Bedrock pricing.

A

False: no impact on pricing

20
Q

Normally a ____ model will be cheaper, but varies based on providers.

A

smaller

21
Q

____ Bedrock pricing is great for unpredictable workloads and has no long-term commitment.

A

On-Demand

22
Q

____ Bedrock pricing is not a cost-saving measure, but is a way to “reserve” capacity.

A

Provisioned Throughput