Question 1

Can I run StarCoder2 3B on a AMD Radeon RX 7900 GRE?

Accepted Answer

Yes — AMD Radeon RX 7900 GRE runs StarCoder2 3B fully on GPU at the Q4_K_M quantization. Full GPU inference — 16 GB VRAM meets the 4 GB recommendation.

Question 2

What quantization of StarCoder2 3B should I use on a AMD Radeon RX 7900 GRE?

Accepted Answer

For 16 GB VRAM on the AMD Radeon RX 7900 GRE, the Q4_K_M variant is the best fit. Estimated ~256 tokens/sec on the Q4_K_M quantization.

Question 3

How fast does StarCoder2 3B run on AMD Radeon RX 7900 GRE?

Accepted Answer

Roughly 256 tokens/sec for Q4_K_M. Real speed depends on context length, backend (Ollama, llama.cpp, LM Studio), and KV cache size.

Question 4

What if AMD Radeon RX 7900 GRE is not enough for StarCoder2 3B?

Accepted Answer

Try a smaller quantization variant or run on CPU + RAM with the trade-off of slower generation.

Can I Run StarCoder2 3B on AMD Radeon RX 7900 GRE?

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Every StarCoder2 3B quantization on AMD Radeon RX 7900 GRE