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AI & ML interests
open source, infinite games. (they/them)
Recent Activity
posted an update 4 days ago Multiple new releases for Gemma 4!
For Gemma 4 31B: Guardpoint, our medical reasoning model, trained on medical knowledge, management, diagnosis, and tasks:
- 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 Guardpoint for Gemma 4: https://huggingface.co/ValiantLabs/gemma-4-31B-it-Guardpoint
For Gemma 4 E4B and E2B: Shining Valiant 3, our science-reasoning model!
- Science-reasoning: physics, biology, chemistry, compsci, astronomy, Earth science, and information theory.
- AI to build AI: high-quality reasoning performance on AI, MLOps, math and CUDA, complex adaptive and agentic systems, cognition, logic, linguistics, simulation, knowledge management, and more!
- Supplemented creative reasoning and general chat performance.
Get the new SV3 models:
E4B: https://huggingface.co/ValiantLabs/gemma-4-E4B-it-ShiningValiant3
E2B: https://huggingface.co/ValiantLabs/gemma-4-E2B-it-ShiningValiant3
We're working on several things - most excitingly, we've officially started the dataset curation process for Esper 4! We're focused on enhanced agentic capability and higher-dififculty, higher-value tasks this time, very excited to bring this to everyone when we can :)
Help support our releases, donations used for our experimental models and datasets: https://huggingface.co/spaces/sequelbox/SupportOpenSource
Fight for open source with us!
for love and friendship,
allegra View all activity Organizations
sequelbox/gpt-oss-20b-DAG-Reasoning
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sequelbox/Qwen3-4B-Thinking-2507-DAG-Reasoning
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• 4B • Updated • 11
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sequelbox/Qwen3-8B-DAG-Reasoning
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sequelbox/Qwen3-14B-DAG-Reasoning
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sequelbox/Qwen3.5-27B-DAG-Reasoning
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sequelbox/Llama2-70B-SunsetBoulevard
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sequelbox/Llama2-70B-SharpBalance
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sequelbox/Ministral-3-14B-Reasoning-2512-PlumEsper1.1
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• 14B • Updated • 20
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sequelbox/Qwen3-14B-UML-Generator
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sequelbox/Qwen3-4B-Thinking-2507-UML-Generator
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• 4B • Updated • 4
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sequelbox/gpt-oss-120b-UML-Generator
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• 117B • Updated • 16
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sequelbox/gpt-oss-20b-UML-Generator
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• 21B • Updated • 29
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sequelbox/Qwen3-4B-Thinking-2507-DES-Reasoning
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• 4B • Updated • 30
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sequelbox/gpt-oss-20b-DES-Reasoning
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• 21B • Updated • 13
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sequelbox/Qwen3-4B-PlumEsper
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• 4B • Updated • 3
sequelbox/Qwen3-8B-PlumEsper
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• 8B • Updated • 2
sequelbox/Qwen3-14B-Esper3Mix
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sequelbox/Qwen3-14B-Esper3Grayline
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sequelbox/Qwen3-14B-Esper3Web3
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sequelbox/Qwen3-14B-Esper3Math
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sequelbox/Qwen3-8B-Esper3-PREVIEW
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sequelbox/Llama3.1-70B-PlumChat
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• 71B • Updated • 17
sequelbox/Llama3.1-8B-PlumCode
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• 8B • Updated • 17
sequelbox/Llama3.1-8B-PlumChat
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• 8B • Updated • 17
sequelbox/Llama3.1-8B-PlumMath
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• 8B • Updated • 17
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sequelbox/Llama3.1-8B-MOTH
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• 8B • Updated • 21
sequelbox/gemma-2-9B-MOTH
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• 9B • Updated • 8
sequelbox/Llama2-70B-SpellBlade
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• 69B • Updated • 35
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sequelbox/Llama2-13B-DiamondForce
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sequelbox/Llama2-70B-StellarBright
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