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15.4
TFLOPS
swdjojo
swdjojo
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swdjojo/GRM-3.2-Sky-MLX-oQ5e
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🚀 Introducing the GRM-3.2 Family The GRM-3.2 family is a new generation of reasoning-focused models from OrionLLM, purpose-built for long-horizon agentic tasks, extremely difficult reasoning problems, advanced coding, and local AI workflows across a wide range of hardware constraints. GRM-3.2-Sky is the flagship model in the family: a 35B-A3B Mixture-of-Experts model built on the Ornith-1.0-35B architecture, designed for elite structured reasoning, complex multi-file coding, advanced mathematics, and sustained coherence across extended agentic workflows. It represents a substantial leap in long-horizon task capability over its predecessor, GRM-2.6-Plus. GRM-3.2-Cliff is the mid-sized workhorse: a 9B-parameter model optimized for long-horizon agentic tasks and difficult reasoning in low-to-mid GPU environments. It delivers strong multi-step planning, debugging, and terminal-agent performance without demanding flagship-level hardware. GRM-3.2-Turf is the lightweight edge model: a 1.2B-parameter model based on the LiquidAI/LFM2.5-1.2B-Thinking architecture, engineered for efficient on-device execution, high-fidelity instruction following, and robust tool use on mobile, embedded, and other resource-constrained hardware. All three models are designed for users who need dependable reasoning engines that can maintain goal-directed behavior, planning quality, and task fidelity across many steps—whether on a server, a local workstation, or an edge device. Models: GRM-3.2-Sky: https://huggingface.co/OrionLLM/GRM-3.2-Sky GRM-3.2-Cliff: https://huggingface.co/OrionLLM/GRM-3.2-Cliff GRM-3.2-Turf: https://huggingface.co/OrionLLM/GRM-3.2-Turf Organization: https://huggingface.co/OrionLLM
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swdjojo/GRM-3.2-Sky-MLX-oQ5e
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