r/MachineLearning - Reddit
updated 10mo ago
r/MachineLearning - Reddit
- Some tasks are easier to improve via system design. While LLMs appear to follow remarkable scaling laws that predictably yield better results with more compute, in many applications, scaling offers lower returns-vs-cost than building a compound system. For example, suppose that the current best LLM can solve coding contest problems 30% of the time
... See morefrom The Shift From Models to Compound AI Systems by Matei Zaharia, Omar Khattab, Lingjiao Chen, et al.
Nicolay Gerold added
- If you are looking to develop an AI application, and you have a Mac or Linux machine, Ollama is great because it’s very easy to set up, easy to work with, and fast.
- If you are looking to chat locally with documents, GPT4All is the best out of the box solution that is also easy to set up
- If you are looking for advanced control and insight into neural
from 10 Ways To Run LLMs Locally And Which One Works Best For You by Moyi
Nicolay Gerold added
- 3 years ago I struggled to land my first freelance ML engineering contract.
Then I discovered this ↓
Building one professional real-world ML project is the best way to stand out from the crowd, and land an ML job.
And here is how you can do it, step-by-step 👩💻👨🏽💻↓
Step 1. Find a real-world problem you are interested in
Working on projects is har... See morefrom feed updates