Qwen3.5-KETI-HAECHI-27B is a multimodal model derived from Qwen/Qwen3.5-27B. It was developed Korean OCR, and improving tool calling and multi-step, stateful agent execution. Alongside these goals, the model preserves broad multimodal, language, and coding capabilities from the base model. heritage objects, answers questions grounded in heritage images, and reads Korean text from signs, scenes, rendered text, and public documents. - Tool calling and long-horizon task execution: selects and calls tools, carries information across multiple turns, tracks changing state, and works toward an end-to-end goal over several steps. follows Korean and English instructions, and performs visual…
Open weights
apache-2.0
27.4B parameters
262,144 tokens
transformers
HyperCLOVA X KETI-HAECHI-32B is a multimodal model derived from It was developed for two primary purposes: improving Korean cultural-heritage understanding and Korean OCR, and improving tool calling and multi-step, stateful agent execution. Alongside these goals, the model retains broad multimodal, language, and coding capabilities from the base model. heritage objects, answers questions grounded in heritage images, and reads Korean text from signs, scenes, rendered text, and public documents. - Tool calling and long-horizon task execution: selects and calls tools, carries information across multiple turns, tracks changing state, and works toward an end-to-end goal over several steps.…
Open weights
other
33.3B parameters
131,072 tokens
transformers
