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23010 | 23010 | - filename: Qwen3-VLTO-32B-Instruct.i1-Q4_K_S.gguf |
23011 | 23011 | sha256: 789d55249614cd1acee1a23278133cd56ca898472259fa2261f77d65ed7f8367 |
23012 | 23012 | uri: huggingface://mradermacher/Qwen3-VLTO-32B-Instruct-i1-GGUF/Qwen3-VLTO-32B-Instruct.i1-Q4_K_S.gguf |
| 23013 | +- !!merge <<: *qwen3 |
| 23014 | + name: "qwen3-vlto-32b-thinking" |
| 23015 | + urls: |
| 23016 | + - https://huggingface.co/mradermacher/Qwen3-VLTO-32B-Thinking-GGUF |
| 23017 | + description: | |
| 23018 | + **Model Name:** Qwen3-VLTO-32B-Thinking |
| 23019 | + **Model Type:** Large Language Model (Text-Only) |
| 23020 | + **Base Model:** Qwen/Qwen3-VL-32B-Thinking (vanilla Qwen3-VL-32B with vision components removed) |
| 23021 | + **Architecture:** Transformer-based, 32-billion parameter model optimized for reasoning and complex text generation. |
| 23022 | + |
| 23023 | + ### Description: |
| 23024 | + Qwen3-VLTO-32B-Thinking is a pure text-only variant of the Qwen3-VL-32B-Thinking model, stripped of its vision capabilities while preserving the full reasoning and language understanding power. It is derived by transferring the weights from the vision-language model into a text-only transformer architecture, maintaining the same high-quality behavior for tasks such as logical reasoning, code generation, and dialogue. |
| 23025 | + |
| 23026 | + This model is ideal for applications requiring deep linguistic reasoning and long-context understanding without image input. It supports advanced multimodal reasoning capabilities *in text form*—perfect for research, chatbots, and content generation. |
| 23027 | + |
| 23028 | + ### Key Features: |
| 23029 | + - ✅ 32B parameters, high reasoning capability |
| 23030 | + - ✅ No vision components — fully text-only |
| 23031 | + - ✅ Trained for complex thinking and step-by-step reasoning |
| 23032 | + - ✅ Compatible with Hugging Face Transformers and GGUF inference tools |
| 23033 | + - ✅ Available in multiple quantization levels (Q2_K to Q8_0) for efficient deployment |
| 23034 | + |
| 23035 | + ### Use Case: |
| 23036 | + Ideal for advanced text generation, logical inference, coding, and conversational AI where vision is not needed. |
| 23037 | + |
| 23038 | + > 🔗 **Base Model**: [Qwen/Qwen3-VL-32B-Thinking](https://huggingface.co/Qwen/Qwen3-VL-32B-Thinking) |
| 23039 | + > 📦 **Quantized Versions**: Available via [mradermacher/Qwen3-VLTO-32B-Thinking-GGUF](https://huggingface.co/mradermacher/Qwen3-VLTO-32B-Thinking-GGUF) |
| 23040 | + |
| 23041 | + --- |
| 23042 | + *Note: The original model was created by Alibaba’s Qwen team. This variant was adapted by qingy2024 and quantized by mradermacher.* |
| 23043 | + overrides: |
| 23044 | + parameters: |
| 23045 | + model: Qwen3-VLTO-32B-Thinking.Q4_K_M.gguf |
| 23046 | + files: |
| 23047 | + - filename: Qwen3-VLTO-32B-Thinking.Q4_K_M.gguf |
| 23048 | + sha256: d88b75df7c40455dfa21ded23c8b25463a8d58418bb6296304052b7e70e96954 |
| 23049 | + uri: huggingface://mradermacher/Qwen3-VLTO-32B-Thinking-GGUF/Qwen3-VLTO-32B-Thinking.Q4_K_M.gguf |
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