Can I run it?

Which quant of a popular model fits on your graphics card, predicted from the real GGUF files with the memory math LlamaForge runs before every load. Each cell is the biggest quant that fits fully on the card with at least 16K of context; "+ RAM" means a mixture-of-experts model with some expert weights in system RAM. Click a cell for every quant and the details.

ModelRTX 3060
12 GB
RTX 3060 Ti
8 GB
RTX 3070
8 GB
RTX 3080
10 GB
RTX 3090
24 GB
RTX 4060
8 GB
RTX 4060 Ti 16GB
16 GB
RTX 4070
12 GB
RTX 4070 Super
12 GB
RTX 4070 Ti Super
16 GB
RTX 4080
16 GB
RTX 4090
24 GB
RTX 5060 Ti 16GB
16 GB
RTX 5070
12 GB
RTX 5070 Ti
16 GB
RTX 5080
16 GB
RTX 5090
32 GB
Radeon RX 7900 XTX
24 GB
Radeon RX 9070 XT
16 GB
Qwen3.5 4BQ8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0
Qwen3.5 9BQ8_0Q6_KQ6_KQ8_0Q8_0Q6_KQ8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0Q8_0
Gemma 4 12BQ6_KUD-Q2_K_XLUD-Q2_K_XLQ4_K_MQ8_0UD-Q2_K_XLQ8_0Q6_KQ6_KQ8_0Q8_0Q8_0Q8_0Q6_KQ8_0Q8_0Q8_0Q8_0Q8_0
gpt-oss 20BMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4MXFP4 + RAMMXFP4MXFP4 + RAMMXFP4 + RAMMXFP4MXFP4MXFP4MXFP4MXFP4 + RAMMXFP4MXFP4MXFP4MXFP4MXFP4
Gemma 4 26B-A4BUD-Q4_K_M + RAMUD-Q4_K_M + RAMUD-Q4_K_M + RAMUD-Q4_K_M + RAMUD-Q6_KUD-Q4_K_M + RAMUD-IQ4_XSUD-Q4_K_M + RAMUD-Q4_K_M + RAMUD-IQ4_XSUD-IQ4_XSUD-Q6_KUD-IQ4_XSUD-Q4_K_M + RAMUD-IQ4_XSUD-IQ4_XSQ8_0UD-Q6_KUD-IQ4_XS
Qwen3.8 27BUD-Q2_K_XLCPU offloadCPU offloadCPU offloadUD-Q6_KCPU offloadUD-IQ4_XSUD-Q2_K_XLUD-Q2_K_XLUD-IQ4_XSUD-IQ4_XSUD-Q6_KUD-IQ4_XSUD-Q2_K_XLUD-IQ4_XSUD-IQ4_XSQ8_0UD-Q6_KUD-IQ4_XS
Qwen3.6 35B-A3BUD-Q4_K_M + RAMUD-Q4_K_M + RAMUD-Q4_K_M + RAMUD-Q4_K_M + RAMUD-Q4_K_MUD-Q4_K_M + RAMUD-Q2_K_XLUD-Q4_K_M + RAMUD-Q4_K_M + RAMUD-Q2_K_XLUD-Q2_K_XLUD-Q4_K_MUD-Q2_K_XLUD-Q4_K_M + RAMUD-Q2_K_XLUD-Q2_K_XLUD-Q6_KUD-Q4_K_MUD-Q2_K_XL
gpt-oss 120BMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAMMXFP4 + RAM
Qwen3.8 Flash NextUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAMUD-IQ4_XS + RAM

Predictions, not benchmarks. Once a model is loaded, LlamaForge measures the real footprint and speed on your machine. Install it.