~/best-gpu-for/granite-8b
IBM

Best GPU for Granite 8B Code

Ranked recommendations from the 42-GPU catalog for running Granite 8B Code (8B params). Top picks by quality, then by cost.

Top picks.

$ ./rank --by quality
Tightest budget
RTX 3070
8GB · runs at Q4_K_M
4.5 GB weights · 1.0 GB headroom
Best quality
RTX 3090
24GB · runs at FP16/BF16
smallest card supporting the best available quant
Apple Silicon
M2 Max 64
64GB · runs at FP16/BF16
smallest M-series that fits
Datacenter (FP16 ambition)
H100 80GB
80GB · runs at FP16/BF16
best-quality datacenter card that fits

Full ranked list.

$ ./vrambudget --rank granite-8b
GPUVRAMBest quantWeights at 15% safetyFit
nvidiaRTX 309024GBFP16/BF16
16fitsnvidiaRTX 3090 Ti24GBFP16/BF16
16fitsnvidiaRTX 409024GBFP16/BF16
16fitsamdRX 7900 XTX24GBFP16/BF16
16fitsintelArc Pro B6024GBFP16/BF16
16fitsnvidiaRTX 509032GBFP16/BF16
16fitsnvidiaRTX A600048GBFP16/BF16
16fitsnvidiaRTX 6000 Ada48GBFP16/BF16
16fitsnvidiaL40S48GBFP16/BF16
16fitsamdRadeon Pro W790048GBFP16/BF16
16fitsappleM2 Max 6464GBFP16/BF16
16fitsappleM3 Max 6464GBFP16/BF16
16fitsappleM4 Pro 6464GBFP16/BF16
16fitsappleM5 Pro 6464GBFP16/BF16
16fitsnvidiaH100 80GB80GBFP16/BF16
16fitsappleM3 Max 9696GBFP16/BF16
16fitsnvidiaRTX Pro 600096GBFP16/BF16
16fitsappleM4 Max 128128GBFP16/BF16
16fits

Next steps.

$ ./next
$ checkCan I run Granite 8B Code?see all quants →full quant matrix$ tuneTune the mathopen calculator →/calc?model=granite-8b

Discussion.

$ gh discussion list

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