LLMs Usage FAQ: Difference between revisions

Jump to navigation Jump to search
m
Line 271: Line 271:
== Is There AI Software That Works Without Internet Connection ==
== Is There AI Software That Works Without Internet Connection ==


📝 Problem: Is There AI Software That Works Without Internet Connection?
📝 Question: Is There AI Software That Works Without Internet Connection?


💬 Answer: Offline AI Software Options
💬 Answer: Offline AI Software Options


I've compiled a [[Run_LLMs_locally | list of software that can run AI models offline]]. I recommend trying Ollama or LM Studio.
Actually, there are quite a few software options that can run AI models offline ([[Run_LLMs_locally | list of software that can run AI models offline]]). I recommend trying Ollama or LM Studio.


Consideration 1: Adjust Performance Expectations
Considerations for Using Local Models


If you're accustomed to cloud-based AI models, you may find it challenging to adapt to local model performance.
(1) Adjust Expectations for Local Models
You'll need to lower your expectations for local models.


Consideration 2: Model Selection and Practical Applications
If you're accustomed to using cloud-based AI models, you'll find it more difficult to adapt to local model performance. You need to lower your expectations for local models.
Currently, the most commonly used local model is gpt-oss:120b. According to Jerry from Asia Pacific Intelligence, it lacks knowledge about Taiwan-specific topics. In my testing, it performs adequately for basic tagging tasks.


Practical Work Applications:
(2) Model Selection and Practical Applications
Assign relatively simple tasks, such as:
 
(1) Use cloud models to search and compile data, then have local models verify it again
Currently, the local model I use most often is gpt-oss:120b. Jerry from Asia Pacific Intelligence shared at a Generative AI meetup that it lacks knowledge about Taiwan-specific topics. In my actual testing, it performs quite well for basic tagging tasks.
(2) For privacy-sensitive data that must be processed solely by local models
 
Practical Work Applications: I assign relatively simple tasks, such as:
(1) Use cloud models to search and compile data, then have local models perform secondary verification
(2) For data that requires special privacy protection, it must be processed by local models


== Related articles ==
== Related articles ==

Navigation menu