Hi everyone! I have recently gained some experience with machine learning and have an idea around what models to use, how to build/train them using GPU/CUDA in parallel. I have recently contacted my professor regarding my interest to publish a paper along with her, but I really don't know where to start, and what to work with(well she had some suggestions)....

Hello. I'm running PrivateGPT in a language other than english, and I don't get very well how the language settings work. Based in the example file, does it mean that when the first three parameters match, the prompt style will be set (in this case, "llama2")? I'm looking for the best setting possible for the foundational model I'm using for langagues...

A lot of researchers / PhD students in ML have prospects of joining the industry eventually (in US about 80% of ML PhDs are in the industry, according to the recently released Stanford's AI Index). What are some good tips / resources for someone to ensure he develops more practical & deployment-oriented MLOps skills? For example - setting up clusters,...

I finished my Ph.D. a year ago. Left academia and went to be a data scientist at a tech company. I like it, but still thinking about moving to a more research position somehow in the future. Not sure though. Anyway, an unfinished work of mine got picked by a friend which finished it and applied to ICML. It got accepted (yay!). I now wonder - beside...

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Long story short, a company has a budget for buying GPUs expected to fine-tune LLMs(probably 70B ones), and I have to the research to find which GPU setup is the best with respect to their budget. The budget can buy three H100 GPUs or five A100 GPUs. I tried my best but until now is not clear to me which of these setups is better. While five A100s...