Can I run colgrep-agent-2B on an RTX 4060?

Yes

Its published weights (5.03 GB) fit in the 7.20 GB an RTX 4060 can use, with room for ≈ 49K tokens of context.

Full analysis of colgrep-agent-2B Everything that runs on RTX 4060 Get the weights on Hugging Face

hf download lightonai/colgrep-agent-2B

Files and context on RTX 4060

Each file of colgrep-agent-2B (and of GGUF versions the site has analyzed), and how much context fits next to it, with the context cache in 16-bit or 8-bit.

File	Size	On RTX 4060	Context (16-bit)	Context (8-bit)
As published	5.03 GB	Fits	49K	98K
4-bit (estimate)	1.42 GB	Fits	128K	128K

colgrep-agent-2B on other hardware

NVIDIA H100Yes
RTX 5090Yes
RTX 4090Yes
RTX 3090Yes
RTX 5060 Ti 16 GBYes
RTX 3060 12 GBYes
RTX 4060Yes
Mac with 32 GBYes
Mac with 64 GBYes
Mac with 128 GBYes

Popular models that run on RTX 4060

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Qwen3.5-2BQwen · 2.27B
Qwen3-1.7BQwen · 2.03B

Assumes 90% of the card's memory is usable and at least 4K tokens of context for one conversation, with the context cache in 16-bit unless noted. Fits leaves at least 20% of that memory for context; Tight leaves less.