AI & ML interests
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Organization Card
Gestalt Lab 🇨🇦
Independent Canadian Open Reasoning Research
GestaltLabs is the research home for the Nemostein, Ornstein, CRUCIBLE, Acta, NSC-ACE, and related model lines by DJLougen. We build, curate, and release open-weight artifacts for practical reasoning systems: multimodal assistants, tool-using agents, local GGUF deployments, and post-training experiments around capability preservation, refusal shaping, and high-signal synthetic data.
Principles
- Ship open artifacts that people can inspect, run, and adapt
- Pair model releases with practical local inference formats (GGUF, MLX, etc.)
- Treat datasets as first-class research objects, not just training fuel
- Explore behavior editing while measuring capability drift and documenting limitations
- Build for researchers, tinkerers, and builders who want systems they can actually run locally
Contact
Open a discussion on any repository or reach out via DJLougen.
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GestaltLabs/Ornstein-Hermes-3.6-27b-SABER
Text Generation • 27B • Updated • 595 • 8 -
GestaltLabs/Ornstein-3.6-27B
Image-Text-to-Text • 28B • Updated • 255 • 8 -
GestaltLabs/Ornstein-3.6-27B-RYS
Text Generation • 28B • Updated • 409 • 2 -
GestaltLabs/Ornstein3.6-27B-MTP-NSC-ACE-SABER
Image-Text-to-Text • 27B • Updated • 372 • 3
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GestaltLabs/Ornstein-Hermes-3.6-27b-SABER
Text Generation • 27B • Updated • 595 • 8 -
GestaltLabs/Ornstein-3.6-27B
Image-Text-to-Text • 28B • Updated • 255 • 8 -
GestaltLabs/Ornstein-3.6-27B-RYS
Text Generation • 28B • Updated • 409 • 2 -
GestaltLabs/Ornstein3.6-27B-MTP-NSC-ACE-SABER
Image-Text-to-Text • 27B • Updated • 372 • 3
models 48
GestaltLabs/BusyBeaver-50M
Text Generation • 49.4M • Updated
GestaltLabs/Qwen3.6-35B-A3B-NSC-ACE-SABER-GGUF-MTP
Image-Text-to-Text • 36B • Updated • 5.17k • 9
GestaltLabs/Qwen3.6-35B-A3B-NSC-ACE-SABER-GGUF
Image-Text-to-Text • 35B • Updated • 1.86k • 3
GestaltLabs/Qwen3.6-35B-A3B-NSC-ACE-SABER
Image-Text-to-Text • 35B • Updated • 260 • 4
GestaltLabs/Ornstein3.6-27B-MTP-NSC-ACE-SABER-GGUF
Image-Text-to-Text • 27B • Updated • 3.13k • 7
GestaltLabs/Ornstein3.6-27B-MTP-NSC-ACE-SABER
Image-Text-to-Text • 27B • Updated • 372 • 3
GestaltLabs/BOREAL-10B-MoE
Text Generation • Updated • 4
GestaltLabs/BOREAL-250M
Text Generation • Updated • 2
GestaltLabs/BOREAL-2B
Text Generation • Updated • 2
GestaltLabs/Qwen3.5-9B-NSC-ACE-SABER
Image-Text-to-Text • 9B • Updated • 280 • 7
datasets 0
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