#Open source

2 posts on Open source.

Featured2 Nov 2026· 7 min read
Reading a model's architecture from its safetensors header, without downloading the weights
How I recover a neural network's anatomy from tensor names and shapes alone: 96.8% role accuracy on 510 architectures, from about 46 KB of header. The method behind AI Model Explorer.
Research Open source Quantization
13 Oct 2026· 2 min read
FinOps-Estimator: sizing GPUs for a voice AI pipeline
An open-source tool that turns concurrency and model choices for STT → LLM → TTS into VRAM, RAM, CPU, TFLOPS and cloud or on-prem cost.
On-prem AI LLM serving Open source

Reading a model's architecture from its safetensors header, without downloading the weights