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README.md
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# TurinTech models
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TurinTech models, built with Artemis.
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## Download decision models
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[Compressed decision models](https://huggingface.co/collections/turintech/compressed-decision-models-6accea74eb7016a886f25fdb): Clef,
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## Download compressed chat models
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[Compressed LLMs](https://huggingface.co/collections/turintech/compressed-llms-6acd251457ba2b9f33ad9d8a): Qwen3.5
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## Artemis
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# TurinTech models
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TurinTech models, built with Artemis. GGUF versions of open models, with downloadable files, measured comparisons and runtime instructions on each model card.
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## Download decision models
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[Compressed decision models](https://huggingface.co/collections/turintech/compressed-decision-models-6accea74eb7016a886f25fdb): Clef, Kev, Perplexity Decider and d3. For structured decisions and answer probabilities, follow each card's tested `/v1/systemone` endpoint and settings.
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## Download compressed chat models
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[Compressed LLMs](https://huggingface.co/collections/turintech/compressed-llms-6acd251457ba2b9f33ad9d8a): Qwen3.5, Gemma 4 and GLM-5.2. Browse the collection for published sizes and variants, with measured trade-offs on each card.
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## Ollama
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Available native packages are listed on [Ollama](https://ollama.com/turintech). Follow the model card for supported runtimes, recommended tags and run commands.
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## Artemis
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index.html
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<body>
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<div class="card">
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<h1 style="font-size:18px;font-weight:700;margin:0 0 6px 0"><strong>TurinTech models</strong></h1>
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<p style="margin:0 0 8px 0">TurinTech models, built with Artemis.
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<h2 style="font-size:16px;font-weight:600;margin:16px 0 4px 0"><strong>Download decision models</strong></h2>
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<p style="margin:0 0 8px 0"><a href="https://huggingface.co/collections/turintech/compressed-decision-models-6accea74eb7016a886f25fdb" target="_blank" style="color:#2563eb;text-decoration:underline">Compressed decision models</a>: Clef,
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<h2 style="font-size:16px;font-weight:600;margin:16px 0 4px 0"><strong>Download compressed chat models</strong></h2>
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<p style="margin:0 0 8px 0"><a href="https://huggingface.co/collections/turintech/compressed-llms-6acd251457ba2b9f33ad9d8a" target="_blank" style="color:#2563eb;text-decoration:underline">Compressed LLMs</a>: Qwen3.5
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<h2 style="font-size:16px;font-weight:600;margin:16px 0 4px 0"><strong>Artemis</strong></h2>
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<p style="margin:0 0 8px 0">Built with Artemis, TurinTech's optimisation platform. Teams can use Artemis to make their own models smaller and faster, or to optimise their code. More at <a href="https://www.turintech.ai" target="_blank" style="color:#2563eb;text-decoration:underline">turintech.ai</a>, or <a href="https://www.turintech.ai/book-a-demo" target="_blank" style="color:#2563eb;text-decoration:underline">book a demo</a>.</p>
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<p style="margin:0 0 8px 0">Questions, problems or a request for the next model to shrink? Reply in our <a href="https://huggingface.co/spaces/turintech/README/discussions/1" target="_blank" style="color:#2563eb;text-decoration:underline">feedback thread</a>. More of our open-source work is at <a href="https://www.turintech.ai/open-source" target="_blank" style="color:#2563eb;text-decoration:underline">turintech.ai/open-source</a>.</p>
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<body>
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<div class="card">
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<h1 style="font-size:18px;font-weight:700;margin:0 0 6px 0"><strong>TurinTech models</strong></h1>
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<p style="margin:0 0 8px 0">TurinTech models, built with Artemis. GGUF versions of open models, with downloadable files, measured comparisons and runtime instructions on each model card.</p>
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<h2 style="font-size:16px;font-weight:600;margin:16px 0 4px 0"><strong>Download decision models</strong></h2>
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<p style="margin:0 0 8px 0"><a href="https://huggingface.co/collections/turintech/compressed-decision-models-6accea74eb7016a886f25fdb" target="_blank" style="color:#2563eb;text-decoration:underline">Compressed decision models</a>: Clef, Kev, Perplexity Decider and d3. For structured decisions and answer probabilities, follow each card's tested <code>/v1/systemone</code> endpoint and settings.</p>
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<h2 style="font-size:16px;font-weight:600;margin:16px 0 4px 0"><strong>Download compressed chat models</strong></h2>
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<p style="margin:0 0 8px 0"><a href="https://huggingface.co/collections/turintech/compressed-llms-6acd251457ba2b9f33ad9d8a" target="_blank" style="color:#2563eb;text-decoration:underline">Compressed LLMs</a>: Qwen3.5, Gemma 4 and GLM-5.2. Browse the collection for published sizes and variants, with measured trade-offs on each card.</p>
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<h2 style="font-size:16px;font-weight:600;margin:16px 0 4px 0"><strong>Ollama</strong></h2>
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<p style="margin:0 0 8px 0">Available native packages are listed on <a href="https://ollama.com/turintech" target="_blank" style="color:#2563eb;text-decoration:underline">Ollama</a>. Follow the model card for supported runtimes, recommended tags and run commands.</p>
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<h2 style="font-size:16px;font-weight:600;margin:16px 0 4px 0"><strong>Artemis</strong></h2>
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<p style="margin:0 0 8px 0">Built with Artemis, TurinTech's optimisation platform. Teams can use Artemis to make their own models smaller and faster, or to optimise their code. More at <a href="https://www.turintech.ai" target="_blank" style="color:#2563eb;text-decoration:underline">turintech.ai</a>, or <a href="https://www.turintech.ai/book-a-demo" target="_blank" style="color:#2563eb;text-decoration:underline">book a demo</a>.</p>
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<p style="margin:0 0 8px 0">Questions, problems or a request for the next model to shrink? Reply in our <a href="https://huggingface.co/spaces/turintech/README/discussions/1" target="_blank" style="color:#2563eb;text-decoration:underline">feedback thread</a>. More of our open-source work is at <a href="https://www.turintech.ai/open-source" target="_blank" style="color:#2563eb;text-decoration:underline">turintech.ai/open-source</a>.</p>
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