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// RUN — FITS
Can the NVIDIA GeForce RTX 2050 run TRIMELMext (7M)?
Yes — here's how fast and up to what context, with real measured numbers.
TRIMELMext (7M) on the NVIDIA GeForce RTX 2050
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 76k | 5840-6960 t/s | ~521.4-621.4 (slow) |
| Q8 | yes | 76k | 11680-13920 t/s | ~1042.9-1242.9 (slow) |
| Q4 | yes | 76k | 20857.1-24857.1 t/s | ~1862.2-2219.4 (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 TRIMELMext (7M)?▶
Yes. At Q4 it generates ~20857.1-24857.1 tok/s and fits up to 76k context; beyond that it spills to SSD swap and slows to ~1862.2-2219.4 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.