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// RUN ON CONSUMER GPU
Run ULM-FiT on Consumer GPU hardware
33 options ranked by estimated speed at Q4 / 8k context.
| Hardware | Est tok/s | Fits 8k? | Max ctx | ~Price |
|---|---|---|---|---|
| NVIDIA GeForce RTX 5090 → | ~6,312.9 | yes | 423k | ~$1,999 |
| NVIDIA GeForce RTX 4090 → | ~3,551 | yes | 310k | ~$1,599 |
| NVIDIA GeForce RTX 3090 Ti → | ~3,551 | yes | 310k | ~$1,999 |
| NVIDIA GeForce RTX 5080 → | ~3,381.9 | yes | 198k | ~$999 |
| NVIDIA GeForce RTX 3090 → | ~3,297.4 | yes | 310k | ~$1,499 |
| NVIDIA GeForce RTX 3080 Ti → | ~3,212.8 | yes | 142k | ~$1,199 |
| NVIDIA GeForce RTX 5070 Ti → | ~3,156.5 | yes | 198k | ~$749 |
| AMD Radeon RX 7900 XTX → | ~2,993.2 | yes | 310k | ~$999 |
| NVIDIA GeForce RTX 3080 10GB → | ~2,677.4 | yes | 114k | ~$699 |
| NVIDIA GeForce RTX 4080 → | ~2,592.8 | yes | 198k | ~$1,199 |
| AMD Radeon RX 7900 XT → | ~2,494.3 | yes | 254k | ~$899 |
| NVIDIA GeForce RTX 5070 → | ~2,367.3 | yes | 142k | ~$549 |
| NVIDIA GeForce RTX 4070 Ti Super → | ~2,367.3 | yes | 198k | ~$799 |
| NVIDIA GeForce RTX 3070 Ti → | ~2,141.9 | yes | 86k | ~$599 |
| AMD Radeon RX 9070 XT → | ~2,007.9 | yes | 198k | ~$599 |
| AMD Radeon RX 7800 XT → | ~1,945.6 | yes | 198k | ~$499 |
| NVIDIA GeForce RTX 4070 Super → | ~1,775.5 | yes | 142k | ~$599 |
| NVIDIA GeForce RTX 4070 → | ~1,775.5 | yes | 142k | ~$599 |
| Intel Arc Pro B70 → | ~1,772.6 | yes | 423k | — |
| Intel Arc A770 16GB → | ~1,632.7 | yes | 198k | ~$329 |
| AMD Radeon RX 6800 XT → | ~1,596.4 | yes | 198k | ~$649 |
| AMD Radeon RX 6900 XT → | ~1,596.4 | yes | 198k | ~$999 |
| NVIDIA GeForce RTX 3070 → | ~1,578.2 | yes | 86k | ~$499 |
| NVIDIA GeForce RTX 5060 Ti 16GB → | ~1,578.2 | yes | 198k | ~$429 |
| NVIDIA GeForce RTX 5060 Ti 8GB → | ~1,578.2 | yes | 86k | ~$379 |
| Intel Arc Pro B60 → | ~1,329.4 | yes | 310k | — |
| Intel Arc B580 12GB → | ~1,329.4 | yes | 142k | ~$249 |
| NVIDIA GeForce RTX 4060 Ti 8GB → | ~1,014.6 | yes | 86k | ~$399 |
| NVIDIA GeForce RTX 4060 Ti 16GB → | ~1,014.6 | yes | 198k | ~$499 |
| NVIDIA DGX Spark → | ~961.7 | yes | 1731k | ~$3,999 |
| AMD Ryzen AI Max+ 395 → | ~798.2 | yes | 1731k | ~$1,999 |
| Intel Arc Pro B50 → | ~653.1 | yes | 198k | — |
| NVIDIA GeForce RTX 2050 Mobile → | ~394.6 | yes | 29k | — |
Estimate at Q4 (memory-bound). Click any option for its full per-hardware estimate and measured numbers.
FAQ
What Consumer GPU hardware runs ULM-FiT?▶
On GenAIList, 33 Consumer GPU options can run ULM-FiT at Q4 — the fastest is the NVIDIA GeForce RTX 5090 at ~6,312.9 tok/s.
How fast is ULM-FiT on Consumer GPU hardware?▶
Estimated generation speed ranges from ~394.6 to ~6,312.9 tok/s at Q4 (memory-bandwidth bound). Click any option for its full estimate and any measured numbers.