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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run HGRN 1B (WT 103)?
Yes — here's how fast and up to what context, with real measured numbers.
HGRN 1B (WT 103) on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 46k | 40.9-48.7 t/s | ~3.7-4.4 (slow) |
| Q8 | yes | 61k | 81.8-97.4 t/s | ~7.3-8.7 (slow) |
| Q4 | yes | 68k | 146-174 t/s | ~13-15.5 (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 HGRN 1B (WT 103)?▶
Yes. At Q4 it generates ~146-174 tok/s and fits up to 68k context; beyond that it spills to SSD swap and slows to ~13-15.5 tok/s.
How much context fits?▶
At Q4, up to about 68k tokens stay in fast memory; longer context spills to SSD swap and throughput collapses.