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sequelbox

sequelbox.bsky.social

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open source, infinite games. (they/them)

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mradermacher/model_requests:https://huggingface.co/ValiantLabs/gpt-oss-20b-ShiningValiant3

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Shining Valiant 3

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NEW EXPERIMENTAL RELEASE: DAG Reasoning is here! - Our first Experimental Reasoning Modality release: 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 first DAG Reasoning release is Qwen 3, starting off with 8B and 14B! Get 8B: https://huggingface.co/sequelbox/Qwen3-8B-DAG-Reasoning Get 14B: https://huggingface.co/sequelbox/Qwen3-14B-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 with love, allegra

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2081

NEW RELEASE: Shining Valiant 3 now available for openai/gpt-oss-20b!

- Cutting edge science-reasoning: sequelbox/Celestia3-DeepSeek-R1-0528 for physics, biology, chemistry, compsci, astronomy, Earth science, and information theory.
- AI to build AI: the all-new sequelbox/Mitakihara-DeepSeek-R1-0528 dataset for high-quality reasoning performance on AI, MLOps, math and CUDA, complex adaptive and agentic systems, cognition, logic, linguistics, simulation, knowledge management, and more!
- Creative reasoning and general chat performance supplemented with sequelbox/Raiden-DeepSeek-R1

Get the new SV3: ValiantLabs/gpt-oss-20b-ShiningValiant3

This is our first release for the new openai/gpt-oss-20b - we're hoping to support this model with more releases going forward.

We're also excited to bring our models to Qwen/Qwen3-4B-Thinking-2507 and the other 2507 Qwen 3 models - coming very soon!

We want to bring SV3, Esper 3, and our Experimental Reasoning finetunes to more models ASAP. Help us out: sequelbox/SupportOpenSource

Open source matters. Fight for it with us.

love,
allegra

Post

2280

NEW EXPERIMENTAL RELEASE: DAG Reasoning is here!

- Our first Experimental Reasoning Modality release: 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 first DAG Reasoning release is Qwen 3, starting off with 8B and 14B!
Get 8B: sequelbox/Qwen3-8B-DAG-Reasoning
Get 14B: sequelbox/Qwen3-14B-DAG-Reasoning

You can also get the DAG Reasoning dataset, to train your own models to use DAG Reasoning Format: sequelbox/DAG-Reasoning-DeepSeek-R1-0528

Support our experimental open-source research efforts, models and datasets: sequelbox/SupportOpenSource

with love,
allegra

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