Zember Wildfire — local AI on your card and system RAM

Check your computer before you buy

• A card with 12 GB or more, and enough system RAM
  11 GB card → 48 GB RAM · 12 GB card → 48 GB RAM · 16 GB card → 48 GB RAM · 24 GB card → 32 GB RAM · 32 GB card → 24 GB RAM. Most of this brain sits in RAM by design, so your RAM sets the speed.
• Windows
  Task Manager → Performance → GPU → Dedicated GPU memory shows what your card has.
• Each model is a separate product
  The key opens Zember Wildfire and only Zember Wildfire. Pick the one for your card.

What it does

• Reads the whole contract
  For a summary, the deadlines, the parties, the amounts or the risky clauses it reads every page, part by part.
• Cites the page for every point
  Like (p. 7), so you can check it before you rely on it.
• Catches the clause that changes another
  The app finds every clause that replaces or amends an earlier one and quotes it exactly, so the value that applies now comes first.
• Nothing leaves your computer
  It only listens on this machine. After the brain is installed you can unplug the internet.

What we measured

• Contract test: 12 of 12 answers right
  A 3-page contract built to trip it up (the real late-payment penalty in the last clause, wrong figures on the way, a later clause replacing an earlier one). Four questions, each asked three times, through the very app in the box.
• 13.6 tokens a second on our NVIDIA GeForce RTX 5070 (12 GB) + 64 GB RAM
  Most of the brain sat in system RAM, as it is meant to.

What is inside

• Qwen3.5 122B-A10B IQ3_S
  43.4 GB, Apache 2.0. It comes straight from the people who made it, at a fixed version, on the first start.
• The app, the engine and OCR for scanned pages
  About 135 MB to download. The manual inside also shows how to install the brain without internet.

It is a reading assistant, not a lawyer: check every point against the page it cites.