Can RTX 4080 SUPER run Code Llama 13B Instruct?

Yes — runs locally

~48 tok/sec · Fast — smooth conversation. Responses feel real-time.

Your VRAM

16 GB

Model size

13B

Best quant

Q4_K_M

VRAM needed

7.8 GB

The verdict

The RTX 4080 SUPER (16 GB VRAM) handles Code Llama 13B Instruct comfortably using the Q4_K_M quantization, which fits in 7.8 GB. Expected throughput is around 48 tokens/second, which feels Fast — smooth conversation. Responses feel real-time. in interactive use. 13B code model for complex tasks. iPad Pro recommended.

How to run it

1. Install Ollama or LM Studio.
2. Pull the Q4_K_M GGUF — best balance of quality and speed on 16 GB.
3. Start chatting. Expect ~48 tok/sec on first-token, faster after warmup.

See full Code Llama 13B Instruct setup →

Other models that run great on RTX 4080 SUPER

FAQ (20)

What GPU do I need to run Code Llama 13B Instruct?

To run Code Llama 13B Instruct, you need a GPU with at least 7.8 GB of VRAM. NVIDIA GPUs like the RTX 3090 or RTX 4090 are recommended for optimal performance.

Is Code Llama 13B Instruct good for coding?

Yes, Code Llama 13B Instruct is specifically designed for complex coding tasks and can provide high-quality code generation and assistance.

Code Llama 13B Instruct vs Llama 3.1 8B?

Code Llama 13B Instruct has more parameters (13B vs 8B), which generally results in better performance for complex tasks, but it requires more VRAM and computational resources.

Can I run Code Llama 13B Instruct on a Mac?

Yes, you can run Code Llama 13B Instruct on a Mac with an M1 or M2 chip, but performance may vary. Ensure your Mac has sufficient VRAM and consider using a compatible GPU for better results.

How much VRAM does Code Llama 13B Instruct need?

Code Llama 13B Instruct requires 7.8 GB of VRAM. This is the minimum requirement to run the model, but more VRAM can improve performance and allow for larger batch sizes.

Is Code Llama 13B Instruct censored?

Code Llama 13B Instruct is not inherently censored, but it adheres to ethical guidelines and content policies set by Meta to ensure responsible use.

Is Code Llama 13B Instruct commercial-use allowed?

Yes, Code Llama 13B Instruct is licensed under the llama2 license, which allows for commercial use as long as you comply with the terms of the license.

Code Llama 13B Instruct context length?

The context length for Code Llama 13B Instruct is 16,384 tokens, allowing for very long input sequences and complex tasks.

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