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// RUN — FITS
Can the NVIDIA GeForce RTX 5060 Ti 8GB 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 5060 Ti 8GB
| Quant | Fits? | Max context | Speed | Beyond context |
|---|---|---|---|---|
| FP16 | yes | 59k | 163.5-194.9 t/s | ~14.6-17.4 (slow) |
| Q8 | yes | 74k | 327-389.8 t/s | ~29.2-34.8 (slow) |
| Q4 | yes | 81k | 584-696 t/s | ~52.1-62.1 (slow) |
Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.
FAQ
Can the NVIDIA GeForce RTX 5060 Ti 8GB run HGRN 1B (WT 103)?▶
Yes. At Q4 it generates ~584-696 tok/s and fits up to 81k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~52.1-62.1 tok/s.
How much context fits?▶
At Q4, up to about 81k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.