Qwen3.5-4B-oQ8e-mtp is an open-weight model from Bambocher. It has 4.7B parameters. At 16-bit it needs about 11.2 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 Qwen3.5-4B-oQ8e-mtp (4.7B 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 | 9.3 GB | 11.2 GB | 1x MI300X (192 GB) Vultr |
$1.85 | 1x H100 $1.99 · 1x MI325X $2.00 |
| 8-bit | 4.7 GB | 5.6 GB | 1x MI300X (192 GB) Vultr |
$1.85 | 1x H100 $1.99 · 1x MI325X $2.00 |
| 4-bit | 2.3 GB | 2.8 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 23, 2026.
Qwen3.5-4B-oQ8e-mtp on every accelerator the SAVRN Index prices, at every precision
Model Card
Identity and Version
- Repository
- bambocher/Qwen3.5-4B-oQ8e-mtp
- Publisher
- Bambocher
- Task
- Not stated by the source
- Modality
- Other
- Library
- mlx
- Parameters
- 4.7B parameters
- Languages
- mlx, oq, mtp
- Revision
- 082c11cd5df5e25e49cd507f6f3208687f0b9f07
- First published
- 2026-10-20
- Last updated
- 2026-10-20
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
Released by Bambocher through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| 16-bit | 9.3 GB |
| 8-bit | 4.7 GB |
| 4-bit | 2.3 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About Qwen3.5-4B-oQ8e-mtp
How much GPU memory does Qwen3.5-4B-oQ8e-mtp need?
About 11.2 GB at 16-bit and 2.8 GB at 4-bit: the weights (4.7B parameters) plus a working margin. A long context needs more.
What is the cheapest GPU to run Qwen3.5-4B-oQ8e-mtp 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.