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Ask HN: How do you catch up to the research of LLMs/Transformers etc.?

19 点作者 praveen9920超过 1 年前
I have been trying to catch up on research that has happened in the last 5 to 10 years on transformers, GANs, LLMs, etc. There are some amazing resources out there explaining some of the aspects. I also started reading original papers for better context. However, most of them refer to previous papers and I feel like I am falling into the rabbit hole and discovering more research.<p>How do you catch up to the fast-moving research?<p>Here are some resources I use:<p>1. https:&#x2F;&#x2F;paperswithcode.com&#x2F;<p>2. Two minutes papers ( Youtube )<p>3. https:&#x2F;&#x2F;github.com&#x2F;diff-usion&#x2F;Awesome-Diffusion-Models<p>4. https:&#x2F;&#x2F;www.litmaps.com&#x2F; ( for finding references )

5 条评论

hahnchen超过 1 年前
This is a question I asked recently:<p><a href="https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=38652736">https:&#x2F;&#x2F;news.ycombinator.com&#x2F;item?id=38652736</a>
pizza超过 1 年前
- check r&#x2F;locallama daily<p>- follow (amongst hundreds&#x2F;thousands of other accounts..): ak, aran komatsuzaki, lucidrains, rivershavewings, wizardlm, blinkdl (rwkv), greg gerganov, thebloke, yannic kilcher, yann lecun, hazyresearch, igor carron, calccon&#x2F;charles martin, birchlabs, jeremy howard, geohot, patrick kidger, gwern, adam nemecek
friendlynokill超过 1 年前
If you haven&#x27;t already, I highly suggest going through Andrej Karpathy&#x27;s Neural Networks course. He covers some of the history and evolution of neural networks.<p><a href="https:&#x2F;&#x2F;karpathy.ai&#x2F;zero-to-hero.html" rel="nofollow noreferrer">https:&#x2F;&#x2F;karpathy.ai&#x2F;zero-to-hero.html</a>
ZunarJ5超过 1 年前
<a href="https:&#x2F;&#x2F;huggingface.co&#x2F;papers" rel="nofollow noreferrer">https:&#x2F;&#x2F;huggingface.co&#x2F;papers</a><p>Mastodon: @arxiv_ai@creative.ai<p><a href="https:&#x2F;&#x2F;metacurate.io&#x2F;" rel="nofollow noreferrer">https:&#x2F;&#x2F;metacurate.io&#x2F;</a><p>Research tools: <a href="https:&#x2F;&#x2F;tools.kausalflow.com&#x2F;tools&#x2F;" rel="nofollow noreferrer">https:&#x2F;&#x2F;tools.kausalflow.com&#x2F;tools&#x2F;</a>
jerpint超过 1 年前
Yannick kilcher YouTube Channel is filled with very relevant paper reviews that are very helpful