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We've brought DAG Reasoning to gpt-oss-20b and Qwen3-4B-Thinking-2507! - DAG Reasoning is the first model in our Experimental Reasoning Modalities series: use it to create structured, analytical Directed Acyclic Graphs to provide insight into your queries and situations! - Multi-step analysis identifies causal relationships, produces confidence measurements, and forms a single structured graph object. - DAG Reasoning Format provides clear, readable JSON containing structured, useful information; easy to use for creating visualizations, doing analysis, or further conversation with your assistant. - Trained in a variety of subjects for flexible analysis: programming, science, business, economics, finance, law, logistics, management, and more! Our newest versions of DAG Reasoning are available now! Get gpt-oss-20b: https://huggingface.co/sequelbox/gpt-oss-20b-DAG-Reasoning Get Qwen3-4B-Thinking-2507: https://huggingface.co/sequelbox/Qwen3-4B-Thinking-2507-DAG-Reasoning You can also get the DAG Reasoning dataset, to train your own models to use DAG Reasoning Format: https://huggingface.co/datasets/sequelbox/DAG-Reasoning-DeepSeek-R1-0528 Support our experimental open-source research efforts, models and datasets: https://huggingface.co/spaces/sequelbox/SupportOpenSource Our upcoming releases, coming soon with your support: - bringing Shining Valiant 3 to the Qwen 3 2507 series! - our next release in the Experimental Reasoning Modalities series - we're hard at work on this right now! - we'll be upgrading the Esper line with Esper 3.1 - newer and better datasets, asking tougher and deeper coding, DevOps, and architecture questions, plus improvements to general chat! with love and appreciation, allegra
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sequelbox/gpt-oss-20b-DAG-Reasoning
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a model
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sequelbox/Qwen3-14B-DAG-Reasoning
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