Melvin56/Phi-4-mini-instruct-GGUF

Original Model : microsoft/Phi-4-mini-instruct

All quants are made using the imatrix dataset.

Model	Size (GB)
Q2_K_S	1.59
Q2_K	1.68
Q3_K_M	2.12
Q3_K_L	2.25
Q4_K_M	2.49
Q5_K_M	2.85
Q6_K	3.16
Q8_0	4.08
F16	7.68

	CPU (AVX2)	CPU (ARM NEON)	Metal	cuBLAS	rocBLAS	SYCL	CLBlast	Vulkan	Kompute
K-quants	✅	✅	✅	✅	✅	✅	✅ 🐢5	✅ 🐢5	❌
I-quants	✅ 🐢4	✅ 🐢4	✅ 🐢4	✅	✅	Partial¹	❌	❌	❌

✅: feature works
🚫: feature does not work
❓: unknown, please contribute if you can test it youself
🐢: feature is slow
¹: IQ3_S and IQ1_S, see #5886
²: Only with -ngl 0
³: Inference is 50% slower
⁴: Slower than K-quants of comparable size
⁵: Slower than cuBLAS/rocBLAS on similar cards
⁶: Only q8_0 and iq4_nl