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title: README
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---
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title: README
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<div align="center">
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# GestaltLabs
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**Open model research for reasoning, agents, and local-first multimodal AI.**
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GestaltLabs is the research home for the Ornstein, Harmonic, Acta, Talos, and related releases by [DJLougen](https://huggingface.co/DJLougen). We build, curate, and publish models and datasets for practical reasoning systems: multimodal assistants, tool-using agents, local GGUF deployments, and post-training experiments around capability preservation, refusal ablation, and high-signal synthetic data.
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[Models](https://huggingface.co/GestaltLabs?sort_models=lastModified) 路 [Datasets](https://huggingface.co/datasets?author=DJLougen) 路 [DJLougen](https://huggingface.co/DJLougen)
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</div>
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---
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## Current Focus
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- **Ornstein** - multimodal and MoE model releases for reasoning, conversation, and image-text workflows
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- **Harmonic** - reasoning-oriented models and datasets for self-correction, chain-of-thought style supervision, and agent traces
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- **SABER / RYS** - post-training experiments around refusal ablation, capability preservation, layer surgery, and model behavior editing
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- **Acta / Talos** - curated agentic tool-use and coding-assistant traces for SFT and evaluation
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- **Local inference** - GGUF, quantized, and deployment-friendly builds for llama.cpp-compatible workflows
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## Featured Model Lines
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### Ornstein
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The Ornstein line explores multimodal reasoning and local deployment across Qwen and Gemma-derived models, including 27B, 31B, and 35B-A3B variants.
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- [GestaltLabs/Ornstein-3.6-27B](https://huggingface.co/GestaltLabs/Ornstein-3.6-27B)
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- [GestaltLabs/Ornstein-3.6-27B-GGUF](https://huggingface.co/GestaltLabs/Ornstein-3.6-27B-GGUF)
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- [DJLougen/Ornstein3.6-35B-A3B-GGUF](https://huggingface.co/DJLougen/Ornstein3.6-35B-A3B-GGUF)
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- [DJLougen/Ornstein-27B-v2-GGUF](https://huggingface.co/DJLougen/Ornstein-27B-v2-GGUF)
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### Harmonic
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Harmonic releases focus on reasoning, tool use, self-correction, and lightweight local experimentation.
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- [DJLougen/Harmonic-Hermes-9B-GGUF](https://huggingface.co/DJLougen/Harmonic-Hermes-9B-GGUF)
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- [DJLougen/Harmonic-27B-GGUF](https://huggingface.co/DJLougen/Harmonic-27B-GGUF)
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- [DJLougen/Qwen3.5-9B-Harmonic-GGUF](https://huggingface.co/DJLougen/Qwen3.5-9B-Harmonic-GGUF)
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### SABER / RYS
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SABER and RYS are experimental post-training branches for studying model behavior, refusal boundaries, and capability-preserving edits.
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- [DJLougen/Ornstein3.6-35B-A3B-RYS-SABER](https://huggingface.co/DJLougen/Ornstein3.6-35B-A3B-RYS-SABER)
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- [DJLougen/Ornstein3.6-35B-A3B-RYS-SABER-GGUF](https://huggingface.co/DJLougen/Ornstein3.6-35B-A3B-RYS-SABER-GGUF)
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- [DJLougen/gemma-4-E2B-it-saber](https://huggingface.co/DJLougen/gemma-4-E2B-it-saber)
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## Featured Datasets
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- [Ornstein Curated 100K](https://huggingface.co/datasets/DJLougen/ornstein-curated-100k) - curriculum-sorted multi-domain reasoning data
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- [Hermes Agent Traces Filtered](https://huggingface.co/datasets/DJLougen/hermes-agent-traces-filtered) - quality-filtered agent reasoning traces
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- [Harmonic Reasoning v1](https://huggingface.co/datasets/DJLougen/harmonic-reasoning-v1) - compact synthetic reasoning data for math, code, and self-correction
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- [WittgenSite](https://huggingface.co/datasets/DJLougen/wittgensite) - prompt consistency benchmark for AI coding agents
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- [Acta](https://huggingface.co/datasets/DJLougen/Acta) - curated agentic tool-use conversations
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- [Talos Scenarios](https://huggingface.co/datasets/DJLougen/Talos-Scenarios) - agentic task scenarios for synthetic trace generation
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## Principles
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- Ship open artifacts that people can inspect, run, and adapt
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- Pair model releases with practical local inference formats
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- Treat datasets as research objects, not just training fuel
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- Explore behavior editing while preserving useful capabilities
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- Build for researchers, tinkerers, and builders who want systems they can actually run
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## Contact
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For questions, collaboration, eval results, or licensing discussions, open a discussion on the relevant repository or reach out through [DJLougen](https://huggingface.co/DJLougen).
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