MODEL / GOOGLE

Gemma 3 12B

Google reports an INT4 path on an 8 GB laptop GPU, but context and runtime overhead can make 8 GB tight.

कुल पैरामीटर12B

अनुमानित मेमोरी~9.4 GBINT4

कॉन्टेक्स्ट128KText + Image

LicenseGemma140+ languages

01 / बेहतर उपयोग

02 / अनुमानित फ़िट

03 / इसके साथ चलाएँ

OllamaEasyollama run gemma3:12b

llama.cppMediumllama-server -m /path/to/verified-model.gguf --port 8080

LM StudioEasySearch “google/gemma-3-12b-it” → Load a Q4/INT4 build → Start Server

MLX LMMediummlx_lm.chat --model google/gemma-3-12b-it

सावधानी

Google reports an INT4 path on an 8 GB laptop GPU, but context and runtime overhead can make 8 GB tight.