🤝 Open to Collab

Eric PRO

Dorman11

AI & ML interests

Currently training Endeavor, a SLM model! Interests include: Agentic security, Machine Learning, Reinforcement Learning, PyTorch and all around web dev ninja! Level II Specialist working in Cyber Security field.

Recent Activity

updated a Space about 19 hours ago

Dorman11/open-mythos-run

updated a bucket about 19 hours ago

Dorman11/datasetdb

reacted to maglun's post with 🚀 1 day ago

I work on quantizing models to run efficiently on local hardware, and kept being curious how existing quants spend their "bit budget" during optimization and built a local tool to explore. Many quants apply one setting across all tensors, but some do more interesting things: the model in the screenshot holds attention K at 4.5 bits while Q/V/O get 8.5, and protects layer 0 MLP. It turned out useful enough that I made it public: https://tensorlens.dev Explore any HF model in the browser without downloading it. The anatomy map is read from the safetensors header via a range request, and only tensors you click ever stream. Large tensors are sampled rather than streamed in full. Limitations: safetensors only (no GGUF yet), some exotic variants don't work yet, and gated repos aren't supported yet. Feedback very welcome, especially models that break it.

View all activity

Organizations

Dorman11 's Spaces 5

Open Mythos Run

⚡

Train and test a tiny character‑level language model on your text

Aurora Lm Train

🏆

Aurora One Mini Demo

🌟

Chat demo for Aurora One Mini 124M

Kimi K3

🌙

Kimi K3 open multimodal agent by Moonshot AI

Mistralai Theory

💬

fine tuned model off of Mistral 7B