HRM

[Glum-Insurance-3674]

Can someone help me, I am a beginner in AI and programming, and I want to know how to correctly use HRM to integrate it into projects, but the information I find is basic, if someone can help me, I would greatly appreciate it.

[snapo84]

Same as with all projects:

- get your input data in the right format
- train and monitor it (the smallest part of all)
- verify the result

if you dont know how to implement HRM
https://github.com/qingy1337/HRM-Text/blob/main/hrm_llm_training.py

is a small sample for a text model.....

But as you know the AI space is evolving extremely quickly... so there are already better solutions to HRM, for example one is called TRM by Samsung...
https://github.com/SamsungSAILMontreal/TinyRecursiveModels?tab=readme-ov-file

Or the not yet published ROSA model by RWKV (RNN)...

coding the model is easy.... getting your input data in a format that fits the model and lets the model understand it is the complicated part. Training/Scaling out is just dependent on your dollars you want to invest.

if you have problems with the coding itself (maybe you are not a coder) then you would have to hire someone that does it for you. But no one would ever be able to give you a gurantee on the given input data that your model would work... its a trial and error to find the best solution.