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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run LDM-1.45B?
Yes — here's how fast and up to what context, with real measured numbers.
LDM-1.45B on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 32k | 28.2-33.6 t/s | ~2.5-3 (slow) |
| Q8 | yes | 54k | 56.4-67.2 t/s | ~5-6 (slow) |
| Q4 | yes | 64k | 100.7-120 t/s | ~9-10.7 (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 LDM-1.45B?▶
Yes. At Q4 it generates ~100.7-120 tok/s and fits up to 64k context; beyond that it spills to SSD swap and slows to ~9-10.7 tok/s.
How much context fits?▶
At Q4, up to about 64k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.