Vireqo-27VT-Plus-260818

Vita0818/Vireqo-27VT-Plus-260818

Vireqo-27VT-Plus-260818 is a image-text-to-text model from Vita0818. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for llama.cpp. The card lists the license as apache-2.0.

Vireqo-27VT-Plus-260818 is the independent ternary Vision + bounded-Thinking product. It reuses the unchanged Plus language payload and shared Q8 projector, with the validated Think512-Concise configuration.

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Repo size

8.2 GB

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Hugging Face

Repo makeup

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.gguf8.2 GB · 100%

At a glance

Task: Image-Text-to-Text
Library: llama.cpp
License: apache-2.0
Access: Public
Created: Aug 18, 2026
Updated: Aug 18, 2026
SHA: cca76a8c

Base models

Model card

From the Hugging Face model README

Vireqo-27VT-Plus-260818

Vireqo-27VT-Plus-260818 is the independent ternary Vision + bounded-Thinking product. It reuses the unchanged Plus language payload and shared Q8 projector, with the validated Think512-Concise configuration.

Required files

File	SHA-256
`Vireqo-27VT-Plus-260818.gguf`	`a32a8ec286a11c6534bf29d1ee20bd4c02064032b51ae8310bb1216e2de17e03`
`mmproj-Vireqo-27VT-Plus-260818-Q8_0.gguf`	`eb561d41a7bbeb0fcf04883c8af11078ef6cae0a66862a0b68443cfca495269d`

No additional physical main/projector copy was created.

Thinking preset

Reasoning Budget 512, maximum response 768, temperature 0, repeat penalty 1.08, context 2048, parallel 1.

思考预算已到。复核已有结论后，只输出最终答案；禁止重复或展示思考过程。

Validation

Text Thinking answers were correct for capital, multiplication, and chicken/rabbit probes. Visual Thinking correctly read and reasoned over the chart values, highest year, and difference; reasoning/final separation was clean. See thinking-validation.md and thinking-vision-validation.md.

Limitations

Unrestricted Thinking is not accepted.
This preset is concise, not a general benchmark claim.
Natural-image benchmarks and video are untested.
All underlying Plus and VLM limitations remain.

See LM-STUDIO-使用指南.md, TECHNICAL_README.md, and bundle-provenance.json.

Task: Image-Text-to-Text
Library: llama.cpp
License: apache-2.0
Languages: zh, en
Created: Aug 18, 2026
Updated: Aug 18, 2026