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transformation

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sequelbox  updated a collection about 14 hours ago
Esper 3.1
sequelbox  published a model about 14 hours ago
ValiantLabs/Qwen3.5-27B-Esper3.1
sequelbox  updated a collection about 1 month ago
Guardpoint
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sequelbox 
posted an update about 14 hours ago
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NEW RELEASE: Esper 3.1 for the all-new Qwen 3.5 27b!

- Esper is our full-stack, full-cycle coding, DevOps, and architecture specialist!
- Our newest, best DeepSeek technical datasets emphasize more challenging queries and tough real-world coding tasks across a variety of programming languages and development paradigms:
- Titanium 3 for coding and reasoning in DevOps and architecture: sequelbox/Titanium3-DeepSeek-V3.1-Terminus
- Tachibana 3 for high-difficulty code production in a variety of topics and programming languages:
- sequelbox/Tachibana3-Part1-DeepSeek-V3.1-Terminus
- sequelbox/Tachibana3-Part2-DeepSeek-V3.2
- Mitakihara for MLOps, AI building, use, expertise, and research: sequelbox/Mitakihara-DeepSeek-R1-0528

Get Esper 3.1 now for Qwen 3.5 27b: ValiantLabs/Qwen3.5-27B-Esper3.1

We're very excited to build on the new Qwen 3.5 - look for Shining Valiant, Guardpoint, and the rest of our crew coming soon!

We're also planning for new datasets with the upcoming Deepseek V4, including improved agentic and deep-thinking capabilities, and making use of Deepseek's architecture innovations!

See our Experimental Reasoning models and open-source datasets: @sequelbox

Help us keep working for open source AI with a donation - used directly for new models and datasets: sequelbox/SupportOpenSource

Fight for open source. It's an investment in your own future with AI. Closed-source providers will get more expensive, restrictive, and punitive in the long run if they win.

with love, your captain,
allegra
sequelbox 
posted an update about 1 month ago
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NEW RELEASE: we've brought Guardpoint to gpt-oss 120b and 20b!
- Guardpoint is our new medical reasoning model; trained on medical knowledge, management, diagnosis, and tasks from DeepSeek-V3.2-Speciale!
- Structured medical reasoning responses are efficient and informative, cutting token costs for faster inference!
- Wide-ranging knowledge base: trained on a wide variety of medical disciplines, patient types, and query structures!
- High quality medical responses emphasize performance, brevity, specificity, statistical rationality, and openness.

Get it now:
Guardpoint for gpt-oss-120b: ValiantLabs/gpt-oss-120b-Guardpoint
Guardpoint for gpt-oss-20b: ValiantLabs/gpt-oss-20b-Guardpoint
Powered by our new structured medical reasoning dataset: sequelbox/Superpotion-DeepSeek-V3.2-Speciale

Guardpoint is also available for Qwen 3:
Guardpoint for Qwen 3 32B: ValiantLabs/Qwen3-32B-Guardpoint
Guardpoint for Qwen 3 14B: ValiantLabs/Qwen3-14B-Guardpoint

We've been working hard on Guardpoint; we're really excited to share it with everyone! It's also our best finetune so far for gpt-oss. Try it out and see what you think!

We'll be bringing Guardpoint, Shining Valiant, and Esper to more models soon, along with further experimental releases. We're planning to do a lot with Deepseek's upcoming release; it should unlock a lot of new possibilities for specialist and experimental models!

Get our experimental models: https://huggingface.co/collections/sequelbox/experimental-reasoning-models
Get our reasoning datasets: https://huggingface.co/collections/sequelbox/reasoning-datasets

Help support our releases, donations used for our experimental models and datasets: sequelbox/SupportOpenSource

Fight for open source with us!

love,
allegra
sequelbox 
posted an update about 1 month ago
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NEW RELEASE: it's here! Meet the newest member of the Valiant crew: Guardpoint, our new medical reasoning model!
- Trained on medical knowledge, management, diagnosis, and tasks from DeepSeek-V3.2-Speciale!
- Structured medical reasoning responses are efficient and informative, cutting token costs for faster inference!
- Wide-ranging knowledge base: trained on a wide variety of medical disciplines, patient types, and query structures!
- High quality medical responses emphasize performance, brevity, specificity, statistical rationality, and openness.

Get it now:
Guardpoint for Qwen 3 32B: ValiantLabs/Qwen3-32B-Guardpoint
Guardpoint for Qwen 3 14B: ValiantLabs/Qwen3-14B-Guardpoint
Powered by our new structured medical reasoning dataset: sequelbox/Superpotion-DeepSeek-V3.2-Speciale

We've been working hard on Guardpoint; we're really excited to share it with everyone!

We'll be bringing Guardpoint to more models soon, along with further releases for the Shining Valiant and Esper series!

Get our experimental models: https://huggingface.co/collections/sequelbox/experimental-reasoning-models
Get our reasoning datasets: https://huggingface.co/collections/sequelbox/reasoning-datasets

Help support our releases, donations used for our experimental models and datasets: sequelbox/SupportOpenSource

2026 is going to be an amazing year for open source AI! It's time for the AI revolution you need; from the bottom up, built together by all of us.

for love, friendship, and better days,
allegra
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