Speech2Speech_2000_BN is an open-weight model from Rafat. It has 3.3B parameters. At 16-bit it needs about 7.8 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 Speech2Speech_2000_BN (3.3B 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 | 6.5 GB | 7.8 GB | 1x MI300X (192 GB) Vultr |
$1.85 | 1x H100 $1.99 · 1x MI325X $2.00 |
| 8-bit | 3.3 GB | 3.9 GB | 1x MI300X (192 GB) Vultr |
$1.85 | 1x H100 $1.99 · 1x MI325X $2.00 |
| 4-bit | 1.6 GB | 2.0 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 22, 2026.
Speech2Speech_2000_BN 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
- RafatK/Speech2Speech_2000_BN
- Publisher
- Rafat
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- 3.3B parameters
- Languages
- Not stated by the source
- Revision
- 9851281d54d27669868f913cfaf7a7ede0b9773d
- First published
- 2026-09-24
- Last updated
- 2026-09-24
Files and Weights
5 files, 8.0 GB in total. The weights are 3 files totalling 8.0 GB in bin, safetensors.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| model.safetensors | Weights | 7.4 GB | 7e7a3bae5543 |
| optimizer.bin | Weights | 590.2 MB | a95bfff83f20 |
| scheduler.bin | Weights | 1.5 KB | a13b4252d0e6 |
| random_states_0.pkl | Other | 14.8 KB | 666bd39e2b27 |
| .gitattributes | Repository | 1.5 KB | — |
License and Download
- License
- Not stated by the source
- Access
- Open weights, no gate
- Download size
- 8.0 GB
Released by Rafat through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 8.0 GB |
| 16-bit | 6.5 GB |
| 8-bit | 3.3 GB |
| 4-bit | 1.6 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About Speech2Speech_2000_BN
How much GPU memory does Speech2Speech_2000_BN need?
About 7.8 GB at 16-bit and 2 GB at 4-bit: the weights (3.3B parameters) plus a working margin. A long context needs more.
What is the cheapest GPU to run Speech2Speech_2000_BN 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.