Yi-Coder 9B on AMD Radeon RX 7900 XTX · 24GB VRAM

✅ Runs comfortably — Yi-Coder 9B @ Q8_0
Yi-Coder 9B 9B at Q8_0 needs ~10.0 GB (weights 8.7 GB + KV 768 MB + overhead 512 MB @ 8K ctx) of your 21.6 GB usable VRAM — plenty of headroom. Expect ~40–65 tok/s (very fast).
context @ Q8_0: comfortable to 64K · runs to its full 128K
quantneedsspeed
✓ Q8_010.0 GB~40–65 tok/s (very fast)
✓ Q6_K8.0 GB~50–80 tok/s (very fast)
✓ Q4_K_M6.2 GB~65–110 tok/s (very fast)
$runlocal install yi-coder:9b
runlocal verdict card
download card share on x share on reddit drop it in your model-drop post
Yi-Coder 9B: Runs comfortably
for your own README — links back here

Same model, other machines: Apple M1 · Apple M1 Pro · Apple M2 · Apple M3 Pro · Apple M2 Pro · Apple M4 Pro

Also runs on a AMD Radeon RX 7900 XTX: DeepSeek-R1 (distill) · Qwen3 · Qwen2.5 · Gemma 3 · Mistral Small 3

Best models for a AMD Radeon RX 7900 XTX · 24GB VRAM →

Architecturally similar

These share Yi-Coder 9B's KV-cache geometry — they size memory the same way, so here's how they fit on a AMD Radeon RX 7900 XTX · 24GB VRAM too:

modelsharesverdict here
Qwen2.5-Coder 4kv/128hd ✅ Runs (tight)
StarCoder2 4kv/128hd ✅ Runs comfortably
Yi 1.5 4kv/128hd ✅ Runs (tight)
Qwen3 Coder 30B-A3B 4kv/128hd ✅ Runs (tight)
SmolLM3 3B 4kv/128hd ✅ Runs comfortably

Check any combo yourself: open the checker →