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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run (ensemble): AWD-LSTM-DOC (fin) × 5 (WT2)?
Yes — here's how fast and up to what context, with real measured numbers.
(ensemble): AWD-LSTM-DOC (fin) × 5 (WT2) on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 71k | 221-263.4 t/s | ~19.7-23.5 (slow) |
| Q8 | yes | 73k | 441.9-526.7 t/s | ~39.5-47 (slow) |
| Q4 | yes | 75k | 789.2-940.5 t/s | ~70.5-84 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to SSD swap and speed drops to the "beyond" figure.
→ All models on the NVIDIA GeForce RTX 2050
→ (ensemble): AWD-LSTM-DOC (fin) × 5 (WT2) specs
→ Other hardware
FAQ
Can the NVIDIA GeForce RTX 2050 run (ensemble): AWD-LSTM-DOC (fin) × 5 (WT2)?▶
Yes. At Q4 it generates ~789.2-940.5 tok/s and fits up to 75k context; beyond that it spills to SSD swap and slows to ~70.5-84 tok/s.
How much context fits?▶
At Q4, up to about 75k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.