Tag: frameworks

tiny-llm Exactly what I wished for. It also contains links to two existing PyTorch related courses to machine learning from Carnegie Mellon University.

Arc — My new browser of choice. I love the fact that bookmarks are organized on the side panel, rather than clustered at the top of the window.

Eleventy appears to be a pretty simple static website generator that is worth exploring. A competitor to Hugo.

Crafted — What a great looking set of open-source, hand-crafted UI templates based on shadcn/ui!

Better Auth — A new authentication library that is feature-complete and easy-to-use. Compared to Lucia, which advocates a copy-and-paste approach.

Transformer Lab — a free, open-source LLM workspace that prepares a custom dataset and fine-tunes a model using MLX on the Mac.

Lucia — Lucia, the authentication library, has adopted the design of cutting and pasting code, just like shadcn/ui, rather than implementing a library.

From 0 to Production — The Modern React Tutorial — Theo released it last year, and I always wanted to learn from this marathon tutorial.

Deep Dive into LLMs like ChatGPT — Andrej Karpathy continues his top-notch hours-long education on large language models with a new episode today.

GRPO will soon be added to Apple MLX — The PR now works, using about 32 GB of memory when training Qwen2.5-0.5B.

Another simple DeepSeek R1 reproduction — This reproduction of GRPO has one distinct feature: it is exceedingly simple and quite elegant.

Fourth attempt on reproducing DeepSeek R1’s GRPO on small models — The third fourth time is the charm. I can successfully run this repo, without activating vLLM.

How to fine-tune open LLMs in 2025 with Hugging Face — Philipp Schmid a Technical Lead at Hugging Face, posted this article on fine-tuning LLMs using Hugging Face.

Qwen 2.5 7B 1M — I have just tried Qwen’s latest local model, the 7B 1M, locally in LM Studio 0.3.8 (Build 4). I loaded an entire PhD thesis into the model, and LM Studio gleefully chose inject-full-content as its content injection strategy.