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N-Bot-Int/OpenElla3-Llama3.2B-GGUF

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
1likes114downloads
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GGUF Version

GGUF with Quants! Allowing you to run models using KoboldCPP and other AI Environments!

Quantizations:

Quant TypeBenefitsCons
Q4_K_M✅ Smallest size (fastest inference)❌ Lowest accuracy compared to other quants
✅ Requires the least VRAM/RAM❌ May struggle with complex reasoning
✅ Ideal for edge devices & low-resource setups❌ Can produce slightly degraded text quality
Q5_K_M✅ Better accuracy than Q4, while still compact❌ Slightly larger model size than Q4
✅ Good balance between speed and precision❌ Needs a bit more VRAM than Q4
✅ Works well on mid-range GPUs❌ Still not as accurate as higher-bit models
Q8_0✅ Highest accuracy (closest to full model)❌ Requires significantly more VRAM/RAM
✅ Best for complex reasoning & detailed outputs❌ Slower inference compared to Q4 & Q5
✅ Suitable for high-end GPUs & serious workloads❌ Larger file size (takes more storage)

Model Details:

Read the Model details on huggingface <link src="https://huggingface.co/N-Bot-Int/OpenElla3-Llama3.2B">Model Detail Here!</link>