ZeroModels

kept by eddie sep 11

ZeroModels provides 100+ pretrained transformer models in pure Keras 3 that run on JAX, PyTorch, or TensorFlow without requiring transformers or torch at runtime.

How To Scale Your Model
This online book teaches LLM scaling through roofline analysis, TPU/GPU hardware, Transformer math, and parallelism techniques to estimate training and inference costs.
also on JAX, #machine-learning, #developer-tools
The Jeff Dean Facts
This piece preserves a collection of humorous 'Jeff Dean Facts' memes that exaggerate his programming abilities, originally from a now-removed Quora post.
also on TensorFlow
LLMs are complicated now – Ian’s Blog
Modern LLMs have grown complex with many attention variants and mixture-of-experts, echoing the messy evolution of recommendation systems.
also on PyTorch, #open-source, #developer-tools
9 theses on AI | Sarthak Munshi
AI progress is constrained by long-task reliability, labor reallocation, cost inefficiencies of general APIs, the declining value of raw coding skills, inadequate benchmark testing, the limits of formal verification without strong specs, memory-bound local hardware advantages, the shift from data to environment-driven training, and the rising competitiveness of US open-weight models.
also on Hugging Face, #machine-learning, #open-source, #ai-coding, #developer-tools
The PR you would have opened yourself
Hugging Face built a Claude Code Skill and test harness that helps contributors port language models from transformers to mlx-lm while preserving code quality and reviewer trust.
also on Hugging Face, #machine-learning, #open-source, #ai-coding, #developer-tools