Falcon 3 — local AI model by TII (UAE)

Written by Jakub Rusinowski · Last updated

The Technology Innovation Institute's latest generation of models, trained on 14 trillion tokens. Falcon 3 achieves state-of-the-art results for its parameter count and comes with a fully permissive Apache 2.0 license — making it one of the best choices for commercial deployment.

Variants

The smallest Falcon 3 variant needs about 3 GB of VRAM at Q4_K_M — quantized weights plus framework overhead, before any KV cache.

ModelVRAM
Falcon 3 3B Instruct →
3B
~2.8 GB
Falcon 3 7B Instruct →
7B
~5.3 GB
Falcon 3 10B Instruct →
10B
~7 GB

Memory is quantized weights plus overhead at Q4_K_M, from the same engine as the GPU & VRAM checker.

How to run Falcon 3 locally

Install Ollama, then pull the tag.

ollama run falcon3:3b

Pick a size above for its own VRAM figure, speed estimate and install command.

Licence

Apache-2.0Commercial use permitted

Commercial use permitted. No usage restrictions beyond attribution.

Applies to: Falcon 3 3B Instruct, Falcon 3 7B Instruct, Falcon 3 10B Instruct

Recommended GPU

The cheapest catalogued GPU that runs Falcon 3 locally (min 3 GB VRAM) is the Intel Arc B570 (10 GB).

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Intel Arc B570 10GB
10 GB VRAM · 150 W board power
2026 prices are volatile — check the current listing.

Can I run Falcon 3 on my GPU?

Falcon 3 — frequently asked questions

How much VRAM does Falcon 3 need?

Falcon 3 needs about 3 GB VRAM at Q4_K_M quantization for its smallest variant. Variants: Falcon 3 3B Instruct (3 GB, Q4_K_M); Falcon 3 7B Instruct (5 GB, Q4_K_M); Falcon 3 10B Instruct (7 GB, Q4_K_M). On Apple Silicon, unified memory counts toward this requirement.

Can I run Falcon 3 on an RTX 4090 (24 GB)?

Yes — Falcon 3 runs on an RTX 4090 (24 GB) and other 24 GB cards such as the RTX 3090. Smaller variants also fit comfortably on 8–16 GB GPUs at Q4_K_M.

What quantization should I use for Falcon 3?

Q4_K_M is the best balance of quality and VRAM for Falcon 3 in most cases. Choose Q8_0 for near-lossless quality if you have spare VRAM, or smaller quants (Q3/Q2) only when memory is tight.

How do I run Falcon 3 with Ollama?

Install Ollama, then run: ollama run falcon3:3b. This downloads Falcon 3 and starts a local, OpenAI-compatible endpoint — no internet connection is needed after the initial download.