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// RUN — FITS
Can the AMD Radeon Pro W7900 48GB run TinyLlama-1.1B (3T token checkpoint)?
Yes — here's how fast and up to what context, with real measured numbers.
TinyLlama-1.1B (3T token checkpoint) on the AMD Radeon Pro W7900 48GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 617k | 247.4-302.4 t/s | ~11.5-14 (slow) |
| Q8 | yes | 634k | 494.8-604.8 t/s | ~22.9-28 (slow) |
| Q4 | yes | 642k | 883.6-1080 t/s | ~40.9-50 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.
→ All models on the AMD Radeon Pro W7900 48GB
→ TinyLlama-1.1B (3T token checkpoint) specs
→ Other hardware
FAQ
Can the AMD Radeon Pro W7900 48GB run TinyLlama-1.1B (3T token checkpoint)?▶
Yes. At Q4 it generates ~883.6-1080 tok/s and fits up to 642k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~40.9-50 tok/s.
How much context fits?▶
At Q4, up to about 642k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.