VohoAI/voho-saudi-speak-0.6b-ONNX

AI model by VohoAI

Open original source ↗

Older snapshot: check the original source for current information.

From the publisher

Model card & documentation

Source preview

Read the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.

ONNX builds of Voho Saudi Speak 0.6B, for ONNX Runtime and Optimum. Turns formal Arabic into Arabic the way Saudis actually say it, in Najdi, Hijazi or Khaleeji. Give it a formal sentence and a dialect, and it returns what a person from Riyadh, Jeddah or the Eastern Province would say on a phone call. Exported with Optimum, with KV cache. Both were checked against the original model: the full-precision build reproduces it exactly, and int8 matched on two of the three test sentences, differing by one synonym on the third. model.embedsizeperhead = 128 is not optional. Optimum works the attention size out as hiddensize /…

VohoAI/voho-saudi-speak-0.6b-ONNX on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-10-31T16:10:24.307Z

Inside the original model card — Document outline
  1. Voho Saudi Speak 0.6B — ONNX
  2. Files
  3. Usage
  4. The one extra line
  5. The prompt
  6. Examples
  7. Licence

Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.

Links from the model card

References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.

Documentation belongs to its respective authors. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

VohoAI/voho-saudi-speak-0.6b-ONNX is a task-unspecified model repository published by VohoAI on Hugging Face. A library was not reported.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
Not reported
Library
Not reported
Recent downloads (30 days)
0
Cumulative likes
0
Hugging Face trending score
0
Reported safetensors parameters
Not reported
Architecture
Not reported
License
Not reported — check the model card
Access
Not gated by Hugging Face
Created
2026-09-16T06:05:20.000Z
Last modified
2026-09-16T06:05:20.000Z

Compatibility and lineage

Language coverage was not reported.

Base-model lineage was not included.

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

Use and evaluate

Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.

No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.

Model card and usage instructions

Model files and configuration

Community discussion

Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-09-16T06:34:51.485Z. Daily imports are snapshots, not real-time monitoring.

Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.

Open original source

Related models