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| <p class="kicker"><span></span> Advanced Data Intelligence</p> |
| <h1 id="page-title">Distilled intelligence for local machines.</h1> |
| <p class="lede"> |
| Compact ADI models distilled from frontier teachers, quantized to GGUF, and built at |
| <a href="https://thelabsource.com/projects/adi-models.php" target="_blank" rel="noreferrer">theLAB</a> |
| for Ollama, llama.cpp, and private local inference. |
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| <a class="button primary" href="https://thelabsource.com/projects/adi-models.php" target="_blank" rel="noreferrer">theLAB source</a> |
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| <a class="button" href="#console">Run local</a> |
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| <div class="hero-panel" aria-label="ADI model status"> |
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| <span></span><span></span><span></span> |
| <b>adi.local/distill</b> |
| </div> |
| <div class="ticker"> |
| <p>teacher: glm-5.2</p> |
| <p>student: qwen3.5-4b</p> |
| <p>format: gguf:q4_k_m</p> |
| <p>runtime: ollama</p> |
| </div> |
| <pre id="typeout"></pre> |
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| <span>Explore the line</span> |
| <i></i> |
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| <p class="kicker"><span></span> Model rail</p> |
| <h2 id="models-title">Pick a student. Copy a command. Run offline.</h2> |
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| <nav class="model-tabs" aria-label="ADI model selector"> |
| <button class="tab active" data-model="qwen35">Qwen3.5 4B</button> |
| <button class="tab" data-model="qwen3">Qwen3 8B</button> |
| <button class="tab" data-model="coder">Coder 7B</button> |
| <button class="tab" data-model="wake">Wakeword</button> |
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| <article class="model-readout"> |
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| <p class="model-kind" id="model-kind">general assistant</p> |
| <h3 id="model-name">adi-qwen3.5-4b-glm5.2-general</h3> |
| <p id="model-body">The smallest flagship ADI general model: distilled from glm-5.2 for practical local reasoning, explanation, and tool-aware chat.</p> |
| </div> |
| <div class="command-wrap"> |
| <code id="model-command">ollama run hf.co/AdvancedDataIntelligence/adi-qwen3.5-4b-glm5.2-general-GGUF:Q4_K_M</code> |
| <button id="copy-command">Copy command</button> |
| </div> |
| <a id="model-link" class="button primary" href="https://huggingface.co/AdvancedDataIntelligence/adi-qwen3.5-4b-glm5.2-general-GGUF" target="_blank" rel="noreferrer">Open model card</a> |
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| <section class="screen pipeline" aria-labelledby="pipeline-title"> |
| <div class="pipeline-copy"> |
| <p class="kicker"><span></span> Pipeline</p> |
| <h2 id="pipeline-title">Teacher answers become local weights.</h2> |
| <p> |
| ADI is not a prompt wrapper. It is a repeatable distillation workflow: |
| seed prompts, teacher responses, student fine-tune, adapter merge, |
| GGUF conversion, local runtime, and public model cards. |
| </p> |
| <a class="button" href="https://huggingface.co/datasets/AdvancedDataIntelligence/glm5.2-general-distill" target="_blank" rel="noreferrer">View dataset</a> |
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| <div class="pipeline-art"> |
| <img src="https://serve.thelabsource.com/u/oLHfvT.png" alt="ADI starter model lineup" /> |
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