Text Generation
Safetensors
English
qwen3_5
reasoning
agent-traces
distillation
dora
qwen
nitrai
opengcm
conversational
Instructions to use NitrAI/OpenGCM-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Inference
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<img src="https://huggingface.co/
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<div style="font-size:12px; letter-spacing:0.22em; text-transform:uppercase; color:#79f7ff; font-weight:800;">NitrAI Model Card</div>
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<h1 style="margin:8px 0 0 0; color:#eaffff; font-size:34px; line-height:1.05; font-weight:900; border:0;">OpenGCM-v2 (9B)</h1>
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<p style="margin:10px 0 0 0; color:#b9faff; max-width:820px; font-size:15px; line-height:1.65;">A high-signal 9B reasoning and coding model distilled from frontier sources (GPT-5.5, Fable-5, GLM-5.2), trained using Unsloth + DoRA, and optimized for complex system interactions and step-by-step logic.</p>
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<div style="font-size:11px; color:#6fefff; text-transform:uppercase; letter-spacing:0.14em; font-weight:800;">Architecture</div>
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<div style="font-size:20px; color:#f3ffff; font-weight:900; margin-top:4px;"><code style="color:#8ffcff;">Qwen 3.5 9B</code></div>
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<div style="font-size:12px; color:#9deaf0; margin-top:6px;">Unified reasoning & SFT</div>
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<span style="border:1px solid rgba(0,229,255,0.45); color:#dfffff; background:rgba(0,174,197,0.20); padding:6px 10px; border-radius:999px; font-size:12px; font-weight:800;">904K total tokens</span>
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<span style="border:1px solid rgba(0,229,255,0.45); color:#dfffff; background:rgba(0,174,197,0.20); padding:6px 10px; border-radius:999px; font-size:12px; font-weight:800;">597 high-signal QA items</span>
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<span style="border:1px solid rgba(0,229,255,0.45); color:#dfffff; background:rgba(0,174,197,0.20); padding:6px 10px; border-radius:999px; font-size:12px; font-weight:800;">FastLanguageModel + DoRA</span>
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<span style="border:1px solid rgba(182,139,255,0.45); color:#f4ecff; background:rgba(112,77,255,0.18); padding:6px 10px; border-radius:999px; font-size:12px; font-weight:800;">Apache-2.0</span>
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## Overview
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<img src="https://huggingface.co/NitrAI/OpenGCM-v2/resolve/main/OpenGCM_banner.png" alt="NitrAI OpenGCM-v2" style="width:100%; max-width:1200px; border-radius:18px; border:1px solid rgba(0,229,255,0.45);" />
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<img src="https://huggingface.co/NitrAI/OpenGCM-v2/resolve/main/benchmark_comparison.svg" alt="NitrAI OpenGCM-v2 bench" style="width:100%; max-width:1200px; border-radius:18px; border:1px solid rgba(0,229,255,0.45);" />
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## Overview
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