xlerobot-dice-4cam-v2-act is an open-weight model from Biil. It has 52M parameters. At 16-bit it needs about 0.1 GB of GPU memory, which fits on 1x MI300X from $1.85 an hour, at the lowest prices in the SAVRN Index.
Runs On
What it takes to serve xlerobot-dice-4cam-v2-act (52M parameters): the memory its weights need at each precision, and the cheapest way to rent enough data-center GPUs to hold them.
| Precision | Weights | Memory needed | Cheapest setup | Per hour | Also fits |
|---|---|---|---|---|---|
| 16-bit | 0.1 GB | 0.1 GB | 1x MI300X (192 GB) Vultr |
$1.85 | 1x H100 $1.99 · 1x MI325X $2.00 |
| 8-bit | 0.1 GB | 0.1 GB | 1x MI300X (192 GB) Vultr |
$1.85 | 1x H100 $1.99 · 1x MI325X $2.00 |
| 4-bit | 0.0 GB | 0.0 GB | 1x MI300X (192 GB) Vultr |
$1.85 | 1x H100 $1.99 · 1x MI325X $2.00 |
Memory is the weights at that precision plus 20% for the runtime and a short context; a long context needs more. Prices are the lowest on-demand hourly rates in the SAVRN Index, read Oct 18, 2026.
xlerobot-dice-4cam-v2-act on every accelerator the SAVRN Index prices, at every precision
Model Card
The publisher has not written a card for this model.
Identity and Version
- Repository
- bilimili/xlerobot-dice-4cam-v2-act
- Publisher
- Biil
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- 52M parameters
- Languages
- Not stated by the source
- Revision
- 11584a8823ea2993069ba259477b916e9dd414b8
- First published
- 2026-10-13
- Last updated
- 2026-10-13
Files and Weights
8 files, 206.8 MB in total. The weights are 3 files totalling 206.8 MB in safetensors.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| model.safetensors | Weights | 206.8 MB | 804cdca3540d |
| policy_postprocessor_step_0_unnormalizer_processor.safetensors | Weights | 10.4 KB | 8dda5c8cd6f7 |
| policy_preprocessor_step_3_normalizer_processor.safetensors | Weights | 10.4 KB | 0e35b326ab53 |
| config.json | Configuration | 2.1 KB | — |
| policy_postprocessor.json | Configuration | 661 B | — |
| policy_preprocessor.json | Configuration | 1.7 KB | — |
| train_config.json | Configuration | 6.5 KB | — |
| .gitattributes | Repository | 1.5 KB | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
- Download size
- 206.8 MB
Released by Biil through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 206.8 MB |
| 16-bit | 0.1 GB |
| 8-bit | 0.1 GB |
| 4-bit | 0.0 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About xlerobot-dice-4cam-v2-act
How much GPU memory does xlerobot-dice-4cam-v2-act need?
About 0.1 GB at 16-bit and 0 GB at 4-bit: the weights (52M parameters) plus a working margin. A long context needs more.
What is the cheapest GPU to run xlerobot-dice-4cam-v2-act on?
At 16-bit, 1x MI300X from $1.85 an hour; at 4-bit, 1x MI300X from $1.85 an hour, at the lowest on-demand prices the SAVRN Index lists.