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Recommended Settings
Setting
Value
Backend
OpenCL (Qualcomm) / Vulkan (MediaTek) / CPU (fallback)
Precision
Low
Threads
4
Thinking
Off (or On for thinking-capable models)
Performance
Actual speed varies by device, thermal state, and generation length. Typical ranges for this model size:
Device
SoC
Backend
tok/s
RedMagic 11 Pro
SM8850
OpenCL
14.7 tok/s
Attribution
This is an MNN conversion of
Panth-L3-Blackroot-Nephra-MK.VI-8B
by
mergekit-community
. All credit for the model architecture, training, and fine-tuning goes to the original author(s). This conversion only changes the runtime format for mobile deployment.
Limitations
Intended for TokForge / MNN on-device inference on Android
This is a runtime bundle, not a standard Transformers training checkpoint
Quantization (Q4) may slightly reduce quality compared to the full-precision original
Abliterated/uncensored models have had safety filters removed —
use responsibly
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