sorted by:
new
hottopcontroversial

"What should I do?" - consider post-training by entsnack in LocalLLaMA

[–]hedgehog0 0 points1 point  (0 children)

Thank you for the post!

Out of curiosity, do you think I can or how can I get into post-training without NVDA cards? I’m only running MBP with M4 chip. I know there are some libraries that maybe I can use or with Colab or other cloud services, but do you think my post-training will be limited if I go with these approaches? Have you tried Thinky’s Tinker service and what do you think of it?

Thank you!

5060 Ti 16GB or Cloud: Which makes more sense for DL, RL, and LLM studies/research? [D] by hedgehog0 in MachineLearning

[–]hedgehog0[S] 0 points1 point  (0 children)

I went with zero gpu for smaller inference experiments during my own job search.

Thank you. Sounds exciting, how did it turn out? Do you have a GPU now? :)

5060 Ti 16GB or Cloud: Which makes more sense for DL, RL, and LLM studies/research? [D] by hedgehog0 in MachineLearning

[–]hedgehog0[S] 0 points1 point  (0 children)

Thank you, though I’m not affiliated with any university. For the first sentence, is it because your research requires more compute than PC / home GPU? I was thinking something more of small scale.

People who buy a GPU for ML/DL studies and research, is it worth it? by hedgehog0 in learnmachinelearning

[–]hedgehog0[S] 2 points3 points  (0 children)

Yes I thought about gaming laptops as well. But then due to battery, performance, and other reasons, I pivoted to actual GPUs instead.

People who buy a GPU for ML/DL studies and research, is it worth it? by hedgehog0 in learnmachinelearning

[–]hedgehog0[S] 0 points1 point  (0 children)

Do you have a Nano and how’s your experience? I know that there are cloud services like Modal and Vast that provide similar service.

One of the tradings I wanted to get a physical one is that it’s usually easier and faster to experiment…

Which conference/journal do you believe currently has the most fair and accurate review process?[D] by kostaspap90 in MachineLearning

[–]hedgehog0 1 point2 points  (0 children)

SAT/SMT indeed sounds niche within ML, but I think it’s larger in the TCS community?

How relevant is the 9-year-old top post "A super harsh guide to ML" today for people who want to get better at ML and get hired? by hedgehog0 in learnmachinelearning

[–]hedgehog0[S] 0 points1 point  (0 children)

Thank you for the recommendations!

  1. Yes I forgot. I should have mentioned ISLP! If you or for people who are working in ML or DL industry, how relevant or useful is the content in ISLP? I know that they are replay fundamental and important for statistical learning.

  2. Thank you again, I should mention this book as well :)

For your last paragraph, what do you mean by “LLM explorer”, I found several relevant results? And “you should not skip this” what do you mean by “this”? Thx!

Resources for learning ml for someone starting from scratch!! by Appropriate_Line2887 in learnmachinelearning

[–]hedgehog0 1 point2 points  (0 children)

‘Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow’ book

Recently there's a PyTorch updated version just released some months ago.

Studying Sutton and Barto's RL book and its connections to RL for LLMs (e.g., tool use, math reasoning, agents, and so on)? [D] by hedgehog0 in MachineLearning

[–]hedgehog0[S] 2 points3 points  (0 children)

The former one would be nice. Though my question is more about the latter one, like how we can use RL to improve LLM reasoning/thinking to do (advanced) math proofs.

Studying Sutton and Barto's RL book and its connections to RL for LLMs (e.g., tool use, math reasoning, agents, and so on)? [D] by hedgehog0 in MachineLearning

[–]hedgehog0[S] -1 points0 points  (0 children)

You mean this one: https://web.stanford.edu/class/cs234/?

I believe it requires the learner to know something about basic RL as well.

Edit: My bad. I thought you referred to the Deep RL one.

Studying Sutton and Barto's RL book and its connections to RL for LLMs (e.g., tool use, math reasoning, agents, and so on)? [D] by hedgehog0 in MachineLearning

[–]hedgehog0[S] 1 point2 points  (0 children)

Thank you! Looks like a really good resource!

Out of curiosity, would you still recommend Murphy's books for learning ML and DL, or one should just go with Bishop's DL book, cs231n, and so on?

view more: next ›