Can RTX 3070 Ti run Yi Coder 9B?

Yes — runs locally

~34 tok/sec · Fast — smooth conversation. Responses feel real-time.

Your VRAM

8 GB

Model size

Best quant

Q4_K_M

VRAM needed

5.5 GB

The verdict

The RTX 3070 Ti (8 GB VRAM) handles Yi Coder 9B comfortably using the Q4_K_M quantization, which fits in 5.5 GB. Expected throughput is around 34 tokens/second, which feels Fast — smooth conversation. Responses feel real-time. in interactive use. Strong 9B code model with good reasoning.

How to run it

1. Install Ollama or LM Studio.
2. Pull the Q4_K_M GGUF — best balance of quality and speed on 8 GB.
3. Start chatting. Expect ~34 tok/sec on first-token, faster after warmup.

See full Yi Coder 9B setup →

Other models that run great on RTX 3070 Ti

FAQ (20)

What GPU do I need to run Yi Coder 9B?

To run Yi Coder 9B, you need a GPU with at least 5.5 GB of VRAM, but 9.2 GB is recommended for better performance and to handle larger contexts or higher precision.

Is Yi Coder 9B good for coding?

Yes, Yi Coder 9B is specifically designed for coding tasks and excels in code generation, debugging, and reasoning, making it a strong choice for developers.

Yi Coder 9B vs Llama 3.1 8B?

Yi Coder 9B has more parameters (9B vs 8B) and is optimized for coding tasks, while Llama 3.1 8B is a general-purpose model. Yi Coder 9B may perform better in specialized coding scenarios.

Can I run Yi Coder 9B on a Mac?

Yes, you can run Yi Coder 9B on a Mac with an M1 or M2 chip, provided you have the necessary VRAM and system resources. Ensure your macOS version supports the required libraries.

How much VRAM does Yi Coder 9B need?

Yi Coder 9B requires between 5.5 GB and 9.2 GB of VRAM, depending on the quantization level used. Higher quantization levels reduce VRAM usage but may slightly impact performance.

Is Yi Coder 9B censored?

No, Yi Coder 9B is not censored. It is designed to provide accurate and useful responses without restrictions on content, though it adheres to ethical guidelines.

Is Yi Coder 9B commercial-use allowed?

Yes, Yi Coder 9B is licensed under the Apache-2.0 license, which allows for commercial use as long as you comply with the terms of the license.

Yi Coder 9B context length?

Yi Coder 9B has a context length of 4096 tokens, allowing it to handle longer sequences of code and context effectively.

Want personalized recommendations for your exact setup? Detect my hardware →