Neural Inference | AI & Hardware

A portable testing unit validating the "on-the-go" inference experience. With a 6GB VRAM limit, this rig pushes the boundaries of what is possible on a standard gaming laptop. Often relies on iGPU for display to maximize inference memory.

GPUNVIDIA RTX 4050 Laptop (6GB)

VRAM6GB GDDR6

CPUAMD Ryzen 5 7535

RAM16GB DDR5

Storage500GB NVMe Gen4

OSWindows 11

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Performance Log

Date	Model	Hardware	Params	Context	Prompt Eval	Token Gen
2026-02-01	Gemma-3-4.3B	NVIDIA RTX 4050 Laptop (6GB)	Q4_K_M	4096 tk	3353.0 t/s	58.2 t/s
2026-02-01	Gemma-3-4.3B (32k Context)	NVIDIA RTX 4050 Laptop (6GB)	Q4_K_M	32768 tk	3198.0 t/s	48.8 t/s
2026-02-01	Gemma-3-4.3B (64k Context)	NVIDIA RTX 4050 Laptop (6GB)	Q4_K_M	65536 tk	2710.4 t/s	41.9 t/s

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Performance Analysis

Trend Visualization

Historical Archive

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Showing 3 of 3 runs

Date	Model	Quant	Context	VRAM	Prompt (t/s)	Gen (t/s)
2026-02-01	Gemma-3-4.3B	Q4_K_M	4,096	3.7GB	3353.0	58.2
2026-02-01	Gemma-3-4.3B (32k Context)	Q4_K_M	32,768	4.3GB	3198.0	48.8
2026-02-01	Gemma-3-4.3B (64k Context)	Q4_K_M	65,536	5.0GB	2710.4	41.9