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Can the NVIDIA GeForce RTX 2050 run MSA Transformer?
Yes โ here's how fast and up to what context, with real measured numbers.
MSA Transformer on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 73k | 408.8-487.2 t/s | ~36.5-43.5 (slow) |
| Q8 | yes | 75k | 817.6-974.4 t/s | ~73-87 (slow) |
| Q4 | yes | 75k | 1460-1740 t/s | ~130.4-155.4 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
FAQ
Can the NVIDIA GeForce RTX 2050 run MSA Transformer?โถ
Yes. At Q4 it generates ~1460-1740 tok/s and fits up to 75k context; beyond that it spills to SSD swap and slows to ~130.4-155.4 tok/s.
How much context fits?โถ
At Q4, up to about 75k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.