Can RTX 4090 run PaliGemma 3B?
Yes — runs locally
~144 tok/sec · Instant — feels like typing. No noticeable delay.
The verdict
The RTX 4090 (24 GB VRAM) handles PaliGemma 3B comfortably using the Q4_K_M quantization, which fits in 2.5 GB. Expected throughput is around 144 tokens/second, which feels Instant — feels like typing. No noticeable delay. in interactive use. Google's vision model. Strong at visual QA, captioning, and OCR.
How to run it
- 1. Install Ollama or LM Studio.
- 2. Pull the
Q4_K_MGGUF — best balance of quality and speed on 24 GB. - 3. Start chatting. Expect ~144 tok/sec on first-token, faster after warmup.
Other models that run great on RTX 4090
FAQ (20)
What GPU do I need to run PaliGemma 3B?
To run PaliGemma 3B, you need a GPU with at least 2.5 GB of VRAM. Higher VRAM will improve performance and allow for more complex tasks.
Is PaliGemma 3B good for coding?
PaliGemma 3B is primarily designed for visual tasks like image recognition and captioning. It may not be as effective for coding tasks compared to text-focused models.
PaliGemma 3B vs Llama 3.1 8B?
PaliGemma 3B has 3 billion parameters and excels in visual tasks, while Llama 3.1 8B has 8 billion parameters and is better suited for text generation and language understanding.
Can I run PaliGemma 3B on a Mac?
Yes, you can run PaliGemma 3B on a Mac, but ensure your Mac has a compatible GPU with at least 2.5 GB of VRAM for optimal performance.
How much VRAM does PaliGemma 3B need?
PaliGemma 3B requires at least 2.5 GB of VRAM, but more VRAM can enhance performance and support larger batch sizes.
Is PaliGemma 3B censored?
PaliGemma 3B is not inherently censored, but its outputs are guided by the training data and can be filtered or moderated based on the application.
Is PaliGemma 3B commercial-use allowed?
PaliGemma 3B is licensed under the Gemma license, which allows for commercial use as long as you comply with the terms of the license.
PaliGemma 3B context length?
The context length for PaliGemma 3B is 256 tokens, which is suitable for most visual and text tasks.
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