Sugoi-32B-Ultra-GGUF is a quantized large language model hosted on Hugging Face. It belongs to the class of foundation models and provides a GGUF format suitable for local inference engines.
The model includes a specific chat template that defines system prompts, tool descriptions, and structured function calling. When a system message is absent it defaults to identifying the model as Qwen created by Alibaba Cloud and a helpful assistant. It instructs the model to use XML-style tags for tool definitions and to return function calls inside <tool_call> tags containing JSON with name and arguments fields. This supports tool use within conversations.
The repository page presents the model as part of the Hugging Face ecosystem of open models, datasets, and related resources. Delivery occurs through the standard Hugging Face model hub where users can download the GGUF files for use with compatible runtimes.
No pricing, licensing terms, or specific target audience beyond general availability on the platform are stated in the page content.
In the Foundation models & chat space, Sugoi 32B Ultra takes a focused approach. It focuses on running large language models locally with reduced memory requirements using GGUF quantization. It is built as an open-source project for developers. Sugoi 32B Ultra is open source under the Open Source license. It runs on the web, the command line, and API.
sugoitoolkit builds and maintains Sugoi 32B Ultra, and the product first shipped in 2024. Key capabilities include Quantized GGUF, tool calling, and chat template.
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