Google tau tshaj tawm ib tsev neeg tshiab ntawm cov qauv lus loj, Gemma 4, raws li tus qauv Gemini 3. Gemma 4 tau muab faib raws li Daim Ntawv Tso Cai Apache hauv cov variants nrog 2.3, 4.5, 25.2, thiab 30.7 billion parameters (E2B, E4B, 31B, thiab 26B A4B). Cov E2B thiab E4B variants yog tsim rau kev siv ntawm cov khoom siv mobile, Internet of Things (IoT) systems, thiab Raspberry Pi-zoo li boards, thaum lwm cov variants yog tsim rau kev siv ntawm workstations thiab systems nrog cov neeg siv khoom GPUs. Qhov loj me ntawm cov ntsiab lus uas tus qauv xav yog 128 tokens rau E2B thiab E4B qauv, thiab 256 tokens rau 31B thiab 26B A4B qauv.
Cov qauv yog ntau hom lus thiab ntau hom lus: 35 hom lus tau txhawb nqa tawm ntawm lub thawv (ntau tshaj 140 hom lus tau siv thaum lub sijhawm kawm), thiab cov ntawv nyeem thiab cov duab tuaj yeem ua tiav raws li cov tswv yim (cov qauv E2B thiab E4B kuj txhawb nqa kev ua suab). Tus qauv 26B A4B yog raws li Mixture-of-Experts (MoE) architecture, uas tus qauv tau muab faib ua ntau yam ntawm cov tes hauj lwm kws tshaj lij (kev tsim cov lus teb tsuas yog siv tau 3.8 billion tus qauv, tab sis qhov ceev yog siab dua li ntawm cov qauv loj classic), thaum lwm cov variants siv cov qauv monolithic classic.
Cov qauv txhawb nqa kev xav thiab cov hom kev sib tham uas hloov kho tau, thiab txhawb nqa Lub Luag Haujlwm ntawm Lub System rau kev ua cov lus qhia (cov cai, kev txwv) sib cais ntawm cov ntaub ntawv. Cov qauv tuaj yeem siv rau kev sau cov lej, kev lees paub cov khoom hauv cov duab, kev tshuaj xyuas cov yeeb yaj kiab ib daim zuj zus, kev txheeb xyuas cov ntaub ntawv thiab PDFs, kev lees paub cov cim optical (OCR) ntawm cov ntawv luam tawm thiab sau tes, kev lees paub kev hais lus, thiab kev txhais lus ntawm cov lus. Lawv kuj tseem tuaj yeem siv ua cov neeg sawv cev ywj pheej sib cuam tshuam nrog ntau yam cuab yeej thiab APIs.
Hauv feem ntau ntawm cov kev sim, Gemma 4 cov qauv ua tau zoo dua li 27-billion-parameter Gemma 3 qauv. Gemma 4 txhawb nqa LiteRT-LM, vLLM, llama.cpp, MLX, Ollama, NVIDIA NIM thiab NeMo, LM Studio, Unsloth, SGLang, Cactus, Basetan, MaxText, Tunix, thiab Keras.
Tau qhov twg los: opennet.ru
