Cms/calinator444/ssw.rules.content/rule/choosing large language models/rule #9819
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
sethdaily
reviewed
Jan 30, 2025
sethdaily
reviewed
Jan 30, 2025
sethdaily
reviewed
Jan 30, 2025
sethdaily
reviewed
Jan 30, 2025
Co-authored-by: Seth Daily [SSW] <[email protected]>
Co-authored-by: Seth Daily [SSW] <[email protected]>
Co-authored-by: Seth Daily [SSW] <[email protected]>
Co-authored-by: Seth Daily [SSW] <[email protected]>
isaaclombardssw
approved these changes
Jan 30, 2025
| - title: "" | ||
| guid: e6891815-5e9b-4626-a1f7-42f13ce53aec | ||
| --- | ||
| When building an AI-powered solution, developers have access to a wide variety of Large Language Models (LLMs), such as Llama, GPT-4o, and Mistral. However, tools exist to evaluate these models in development **for free**, especially when integrating them into an application. |
There was a problem hiding this comment.
Suggested change
| When building an AI-powered solution, developers have access to a wide variety of Large Language Models (LLMs), such as Llama, GPT-4o, and Mistral. However, tools exist to evaluate these models in development **for free**, especially when integrating them into an application. | |
| When building an AI-powered solution, developers have access to a wide variety of Large Language Models (LLMs), such as Llama, GPT-4o, and Mistral. Tools exist to evaluate these models in development **for free**. |
|
|
||
| ## The challenge of trying out AI models | ||
|
|
||
| Many AI providers charge per API call, making it expensive to experiment with different models. |
There was a problem hiding this comment.
Suggested change
| Many AI providers charge per API call, making it expensive to experiment with different models. | |
| Developing with AI can be prohibitive for a few reasons. |
|
|
||
| Many AI providers charge per API call, making it expensive to experiment with different models. | ||
|
|
||
| - **Decision Fatigue** There's a large number of Language models to choose from. The market size is expected to reach 13.52 billion in 2029. |
There was a problem hiding this comment.
Suggested change
| - **Decision Fatigue** There's a large number of Language models to choose from. The market size is expected to reach 13.52 billion in 2029. | |
| - **Decision Fatigue** There's a large number of Language models to choose from. The market size is expected to reach 13.52 billion US dollars by 2029. |
?
| - **Different Implementations** AI services generally provide their own API's with separate documentation for use. | ||
|
|
||
|
|
||
| - **Fine Tuning** Finding a cost to performance ratio for an LLM can be difficult to do. |
There was a problem hiding this comment.
Suggested change
| - **Fine Tuning** Finding a cost to performance ratio for an LLM can be difficult to do. | |
| - **Fine Tuning** Getting the right behaviour and performance by testing against various model parameters. |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
✏️ Requested topic for Chewing The Fat
✏️ Added a new rule "Do you test before you invest In Large Language Models?"
✏️ @isaaclombardssw