- Top ML papers of the week: https://github.com/dair-ai/ML-Papers-of-the-Week

- Daily Newsletter on AI: https://tldr.tech/ai

- Subreddit about open-source LLM advancements: https://www.reddit.com/r/LocalLLaMA/

I used to rely on labml daily/weekly trending papers which was informed by Twitter trends, to help me stay out of Twitter. But sadly they recently stopped updating it due to Twitter API costs.

https://papers.labml.ai/papers/weekly/

Here are some options:

- Streamlit for very simple frontend, you can code in Python.

- TailwindCSS + Vue. Very easy to pickup and you can learn only a small part of it to get your website working. (There are many templates of components to get you going quickly).

I'm actually the opposite, I know some frontend but struggle to get backend working for my side projects.

Fine-tuning is probably not the way to do it.

Try embedding, semantic search, retrieval, and plugging the relevant parts into the prompt.

You may need: - summarizer prompt to summarize your project structure, main functions, methods. - vector store/database to store and retrieve your relevant code from code base - coder prompt to write code based on the retrieved part.

Check out langchain: https://langchain.readthedocs.io/

+1 for Obsidian! I tried a number of things over the years - OneNote, Notion, emacs + org-mode, but I've finally settled on Obsidian, with the files backed up in a git repo. I love the clean UI and the tagging features.

For a high level overview of transformers/GPT, you can check out this article: https://medium.com/design-bootcamp/how-chatgpt-really-works-...

The article provides references to the original papers and other articles explaining the subject, which can be great sources to dive deeper.

You can actually easily incorporate activities in your daily routines. Get a standing desk, do some quick stretches/body-weight exercise after 40 min of coding, march/bike in place while watching videos/TV, stroll afer meals, etc.

Getting a pedometer app also helps. If you're self-monitoring your activity level, there's a great chance you'll try to improve it (consciously or unconsciously).[1]

Allow me to advertise our app: Pacer Pedometer[2]. It comes with activity tracking, fun virtual activity challenges, healthy lifestyle lessons, guided body-weight exercise etc. We also have a corporate plan in which you can join challenges with your colleagues.

[1] Kang, Minsoo, et al. "Effect of pedometer-based physical activity interventions: a meta-analysis." Research quarterly for exercise and sport 80.3 (2009): 648-655. [2] https://apps.apple.com/us/app/pacer-pedometer-step-tracker/i...