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text model · Falcon · Windows

Can I run Falcon3 10B on Nvidia GeForce RTX 4070 (12GB)?

Compatibility verdict VRAM threshold engine
Yes, it runs GPU accelerated ~56 tok/s est.

Yes. Falcon3 10B runs on Nvidia GeForce RTX 4070 (12GB) at Q4_K_M (~7.5 GB of ~11 GB usable).

Needs ~7.5 GB Device usable ~11 GB

Runs at Q4_K_M using ~7.5 GB of ~11 GB usable.

That figure is at a 4k context and moves about ±15% as context length changes. Nvidia GeForce RTX 4070 (12GB) leaves ~3.5 GB of headroom.

Q4_K_M needed
~7.5 GB
Usable on device
~11 GB
Device memory
12 GB
Best quant
Q4_K_M
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Which quant fits

Quant ladder vs ~11 GB usable
Q2_K
~5.8 GB
Q3_K_M
~6.5 GB
Q4_K_M
~7.5 GB
Q5_K_M
~8.7 GB
Q6_K
~9.8 GB
Q8_0
~11.8 GB
FP16
~21.6 GB
The line marks Nvidia GeForce RTX 4070 (12GB)'s ~11 GB budget; rungs past it are too large.

Running cost · estimate

Power & economics est.
Power draw
~200 W
Electricity / 1M tokens
~$0.15
Pays for itself after
~1,711M tok

At ~$0.15/kWh and the estimated ~56 tok/s, a million generated tokens costs about $0.15 in electricity. Versus a hosted API at ~$0.5 per million tokens, the ~$599 Nvidia GeForce RTX 4070 (12GB) pays for itself after roughly 1,711 million tokens, so local hardware is mostly a fixed cost, not a per-token one. TDP is the peak draw, so this is an upper bound. Assumptions.

Run it

Install commands Windows

Pick your tool. All 3 load the same Q4_K_M weights.

Ollama
$ ollama run falcon3:10b
llama.cpp
$ llama-cli -hf bartowski/Falcon3-10B-Instruct-GGUF:Q4_K_M
LM Studio
$ lms get bartowski/Falcon3-10B-Instruct-GGUF
Model Falcon
Parameters
10B
Q4_K_M size
5.86 GB
Q8_0 size
10.2 GB
Context
32k
Ollama tag
falcon3:10b
Full Falcon3 10B requirements →
Device Windows
Memory
12 GB vram
Usable for weights
~11 GB
Power draw
~200 W
Best runtime
Ollama (CUDA) / vLLM (Linux)
Best models for Nvidia GeForce RTX 4070 (12GB) →

You could also run

Run Falcon3 10B on other hardware

FAQ

Can Nvidia GeForce RTX 4070 (12GB) run Falcon3 10B?

Yes. Falcon3 10B runs on Nvidia GeForce RTX 4070 (12GB) at Q4_K_M (~7.5 GB of ~11 GB usable).

How much memory does Falcon3 10B need?

Nvidia GeForce RTX 4070 (12GB) has room to spare. At Q4_K_M the weights are ~5.86 GB; with KV cache and runtime overhead, budget ~7.5 GB at a 4k context.

What is the best tool to run Falcon3 10B on Windows?

LM Studio for a simple setup; Ollama (CUDA) for the most speed. AMD GPUs run via Vulkan/ROCm at roughly half CUDA throughput. NVIDIA is the smooth path on Windows.

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Sources

Weights are measured from GGUF files; KV cache and overhead are computed, so totals can vary ~15% with context and runtime. Any tok/s is a bandwidth estimate. See methodology.