Home / Models / StarCoder2 15B / AMD Radeon RX 6750 XT 12 GB
Can StarCoder2 15B run on AMD Radeon RX 6750 XT 12 GB?
Yes. Calculated memory fit: StarCoder2 15B can run entirely in this GPU’s usable VRAM at one or more supported quantizations.
Can it run?
- Can it run?
- Yes, full GPU fit (calculated estimate).
- Full GPU fit?
- Yes
- Model
- StarCoder2 15B · 16B
- GPU
- AMD Radeon RX 6750 XT 12 GB · 12 GB advertised
Memory calculation
Breakdown for Q4 at 8K context, batch size 1. Calculator v1.0.0.
| Model weights | 9.4 GB |
|---|---|
| KV cache | 0.6 GB |
| Runtime reserve | 1.0 GB |
| Safety margin | 0.5 GB |
| Required (estimated) | 11.5 GB |
| GPU usable VRAM | 10.8 GB |
Result: CPU RAM OFFLOAD REQUIRED
Quantization table
| Quantization | 2K | 4K | 8K | 16K |
|---|---|---|---|---|
| BF16 | No | No | No | No |
| FP16 | No | No | No | No |
| Q3 | Fits | Fits | Fits | Fits |
| Q4 | Offload | Offload | Offload | Offload |
| Q5 | Offload | Offload | Offload | Offload |
| Q6 | Offload | Offload | Offload | Offload |
| Q8 | Offload | Offload | Offload | Offload |
What fits entirely in VRAM?
- Q3 at 16K context
- Q3 at 2K context
- Q3 at 4K context
- Q3 at 8K context
What requires RAM offload?
Offload is shown only when the model does not fully fit in usable VRAM but stays within the modeled offload allowance.
Available graphics cards
These SKUs use this GPU chip. Amazon CTAs appear only for EXACT/HIGH matches. Absence of a price does not change the compatibility result above.
MSI GAMING Radeon RX 6750 XT X TRIO 12G AMD 12 GB GDDR6
12 GB · Amazon EXACT
$845.00
Check price on Amazon
ASUS Dual -RX6750XT-O12G AMD Radeon RX 6750 XT 12 GB GDDR6
12 GB · Amazon EXACT
Check price on Amazon
GIGABYTE AORUS Radeon RX 6750 XT ELITE 12G AMD 12 GB GDDR6
12 GB · Amazon unmatched
GIGABYTE GAMING Radeon RX 6750 XT OC 12G AMD 12 GB GDDR6
12 GB · Amazon unmatched
ASUS ROG -STRIX-RX6750XT-O12G-GAMING AMD Radeon RX 6750 XT 12 GB GDDR6
12 GB · Amazon unmatched
Sources
Model: official config bigcode/starcoder2-15b (main). GPU/product specs: Icecat. Compatibility: RigForAI calculator v1.0.0 estimated VRAM · Q8 at 8K: CPU_RAM_OFFLOAD_REQUIRED. Amazon: affiliate commerce match, not a spec source.