--- base_model: Qwen/QwQ-32B pipeline_tag: text-generation inference: true language: - en license: apache-2.0 model_creator: Qwen model_name: QwQ-32B model_type: qwen2 quantized_by: brittlewis12 tags: - reasoning - qwen2 --- # QwQ 32B GGUF **Original model**: [QwQ 32B](https://huggingface.co/Qwen/QwQ-32B) **Model creator**: [Qwen](https://huggingface.co/Qwen) > QwQ is the reasoning model of the Qwen series. Compared with conventional instruction-tuned models, QwQ, which is capable of thinking and reasoning, can achieve significantly enhanced performance in downstream tasks, especially hard problems. QwQ-32B is the medium-sized reasoning model, which is capable of achieving competitive performance against state-of-the-art reasoning models, e.g., DeepSeek-R1, o1-mini. This repo contains GGUF format model files for Qwen’s QwQ 32B. Learn more on Qwen’s [QwQ 32B blog post](https://qwenlm.github.io/blog/qwq-32b/). ### What is GGUF? GGUF is a file format for representing AI models. It is the third version of the format, introduced by the llama.cpp team on August 21st 2023. Converted with llama.cpp build b4831 (revision [5e43f10](https://github.com/ggml-org/llama.cpp/commits/5e43f104cca1a14874e980326a506b44fde022b8)), using [autogguf-rs](https://github.com/brittlewis12/autogguf-rs). ### Prompt template: [ChatML (with `` tokens)](https://huggingface.co/Qwen/QwQ-32B/blob/main/tokenizer_config.json#L230) ``` <|im_start|>system {{system_message}}<|im_end|> <|im_start|>user {{prompt}}<|im_end|> <|im_start|>assistant ``` ### Note: re: split f16 model files To merge the split model files for the f16 precision GGUFs, you can run the `llama-gguf-split` command that comes included when you build llama.cpp & [its examples](https://github.com/ggml-org/llama.cpp/tree/5e43f104cca1a14874e980326a506b44fde022b8/examples/gguf-split). It accepts the path to the first of the downloaded splits, assuming the rest are alongside it, and an output path. For example: ```sh # from your llama.cpp directory: $ cmake -B build $ cmake --build build --config Release $ ./build/bin/llama-gguf-split --merge \ ~/Downloads/qwq-32b.f16.split-00001-of-00002.gguf \ ~/Downloads/qwq-32b.f16.gguf ``` --- ## Download & run with [cnvrs](https://twitter.com/cnvrsai) on iPhone, iPad, and Mac! ![cnvrs.ai](https://pbs.twimg.com/profile_images/1744049151241797632/0mIP-P9e_400x400.jpg) [cnvrs](https://testflight.apple.com/join/sFWReS7K) is the best app for private, local AI on your device: - create & save **Characters** with custom system prompts & temperature settings - download and experiment with any **GGUF model** you can [find on HuggingFace](https://huggingface.co/models?library=gguf)! * or, use an API key with the chat completions-compatible model provider of your choice -- ChatGPT, Claude, Gemini, DeepSeek, & more! - make it your own with custom **Theme colors** - powered by Metal ⚡️ & [Llama.cpp](https://github.com/ggml-org/llama.cpp), with **haptics** during response streaming! - **try it out** yourself today, on [Testflight](https://testflight.apple.com/join/sFWReS7K)! * if you **already have the app**, download QwQ 32B now! * - follow [cnvrs on twitter](https://twitter.com/cnvrsai) to stay up to date ### QwQ 32B in cnvrs on macOS ![qwq-32b in cnvrs](https://cdn-uploads.huggingface.co/production/uploads/63b64d7a889aa6707f155cdb/v7hUFSFUM5Xof12LtdA0L.png) --- ## Original Model Evaluation ![qwq-32b-evals](https://huggingface.co/Qwen/QwQ-32B/resolve/main/figures/benchmark.jpg)