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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run AWD-LSTM + MoS + Partial Shuffled?
Yes — here's how fast and up to what context, with real measured numbers.
AWD-LSTM + MoS + Partial Shuffled on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 75k | 1168-1392 t/s | ~104.3-124.3 (slow) |
| Q8 | yes | 76k | 2336-2784 t/s | ~208.6-248.6 (slow) |
| Q4 | yes | 76k | 4171.4-4971.4 t/s | ~372.4-443.9 (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
→ AWD-LSTM + MoS + Partial Shuffled specs
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FAQ
Can the NVIDIA GeForce RTX 2050 run AWD-LSTM + MoS + Partial Shuffled?▶
Yes. At Q4 it generates ~4171.4-4971.4 tok/s and fits up to 76k context; beyond that it spills to SSD swap and slows to ~372.4-443.9 tok/s.
How much context fits?▶
At Q4, up to about 76k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.