SAVRN Model Hub · xvla_so101_pickcube_bs32_VLMFrozen_AllAUG
xvla_so101_pickcube_bs32_VLMFrozen_AllAUG GPU Requirements
xvla_so101_pickcube_bs32_VLMFrozen_AllAUG needs about 2.1 GB of GPU memory at 16-bit, 1.1 GB at 8-bit and 0.5 GB at 4-bit: its 880M parameters plus a 20% working margin. The cheapest setup at 16-bit is 1x MI300X from $1.85 an hour, about $1,350 a month around the clock. Every one of the 9 accelerators the SAVRN Index prices holds it on one card at 16-bit.
Every Accelerator, Every Precision
How many cards of each accelerator the SAVRN Index prices it takes to hold xvla_so101_pickcube_bs32_VLMFrozen_AllAUG, and what that many cards cost an hour at the lowest listed on-demand price. Memory needed: 2.1 GB at 16-bit, 1.1 GB at 8-bit, 0.5 GB at 4-bit.
| Accelerator | Memory per card | Lowest price per card | 16-bit | 8-bit | 4-bit |
|---|---|---|---|---|---|
| H100 Voltage Park |
80 GB | $1.99 | 1 card $1.99/hr |
1 card $1.99/hr |
1 card $1.99/hr |
| H200 GMI Cloud |
141 GB | $2.60 | 1 card $2.60/hr |
1 card $2.60/hr |
1 card $2.60/hr |
| B200 Vultr |
180 GB | $3.50 | 1 card $3.50/hr |
1 card $3.50/hr |
1 card $3.50/hr |
| GB200 NVL72 GMI Cloud |
186 GB | $8.00 | 1 card $8.00/hr |
1 card $8.00/hr |
1 card $8.00/hr |
| MI300X Vultr |
192 GB | $1.85 | 1 card $1.85/hr |
1 card $1.85/hr |
1 card $1.85/hr |
| MI325X Vultr |
256 GB | $2.00 | 1 card $2.00/hr |
1 card $2.00/hr |
1 card $2.00/hr |
| B300 Massed Compute |
268 GB | $6.60 | 1 card $6.60/hr |
1 card $6.60/hr |
1 card $6.60/hr |
| GB300 NVL72 Verda |
279 GB | $11.17 | 1 card $11.17/hr |
1 card $11.17/hr |
1 card $11.17/hr |
| MI355X Vultr |
288 GB | $2.59 | 1 card $2.59/hr |
1 card $2.59/hr |
1 card $2.59/hr |
Running It Around the Clock
| Precision | Cheapest setup | Per hour | Per month (730 hours) |
|---|---|---|---|
| 16-bit | 1x MI300X (Vultr) | $1.85 | $1,350 |
| 8-bit | 1x MI300X (Vultr) | $1.85 | $1,350 |
| 4-bit | 1x MI300X (Vultr) | $1.85 | $1,350 |
One copy of the model on rented cards, busy or idle. Serving more users at once takes more copies or more memory for their contexts.
Questions
How much VRAM does xvla_so101_pickcube_bs32_VLMFrozen_AllAUG need?
About 2.1 GB at 16-bit; about 1.1 GB at 8-bit; about 0.5 GB at 4-bit: the weights plus 20% for the runtime and a short context. A long context needs more.
What is the cheapest GPU setup to run xvla_so101_pickcube_bs32_VLMFrozen_AllAUG?
At 16-bit, 1x MI300X from $1.85 an hour, at the lowest on-demand price the SAVRN Index lists.
Can xvla_so101_pickcube_bs32_VLMFrozen_AllAUG run on a single H100?
Yes at 16-bit, 8-bit, 4-bit: an H100 has 80 GB and xvla_so101_pickcube_bs32_VLMFrozen_AllAUG needs 2.1 GB at 16-bit.
Memory is the weights at that precision plus 20% for the runtime and a short context. Prices are the lowest on-demand hourly rates in the SAVRN Index, read Oct 18, 2026. Setups beyond eight cards, one server, are not listed.