Kua whakaputa a Google i tētahi whānau hou o ngā tauira reo tauine-rahi, ko Gemma 4, e ahu mai ana i te tauira Gemini 3. Kua tohatohahia a Gemma 4 i raro i te Raihana Apache i roto i ngā momo me ngā tawhā 2.3, 4.5, 25.2, me te 30.7 piriona (E2B, E4B, 31B, me te 26B A4B). He pai ngā momo E2B me E4B mō te whakamahi i runga i ngā taputapu pūkoro, ngā pūnaha Ipurangi o ngā Mea (IoT), me ngā papa rite ki te Raspberry Pi, ko ētahi atu momo he pai mō te whakamahi i runga i ngā teihana mahi me ngā pūnaha me ngā GPU kaihoko. Ko te rahi o te horopaki e whakaarohia ana e te tauira ko te 128 tohu mō ngā tauira E2B me E4B, me te 256 tohu mō ngā tauira 31B me 26B A4B.
He maha ngā reo o ngā tauira, ā, he maha ngā momo reo: e 35 ngā reo e tautokona ana i te tīmatanga (neke atu i te 140 ngā reo i whakamahia i te wā whakangungu), ā, ka taea te tukatuka i ngā tuhinga me ngā whakaahua hei whakauru (e tautoko ana hoki ngā tauira E2B me E4B i te tukatuka oro). Ko te tauira 26B A4B e hangai ana ki te hoahoanga Mixture-of-Experts (MoE), e wehea ana te tauira ki tētahi raupapa whatunga tohunga (ka taea anake te whakamahi i te 3.8 piriona tawhā mō te whakaputa urupare, engari he nui ake te tere i tērā o ngā tauira nunui tawhito), ko ngā momo kē atu e whakamahi ana i tētahi hoahoanga monolithic tawhito.
Ka tautokohia e ngā tauira ngā momo whakaaroaro me ngā momo whakaaroaro ka taea te whakarite, ā, ka tautokohia hoki he Tūranga Pūnaha mō te tukatuka i ngā tohutohu (ngā ture, ngā here) motuhake mai i ngā raraunga. Ka taea te whakamahi i ngā tauira mō te tuhi waehere, te mōhio ki ngā mea i roto i ngā whakaahua, te tātari ataata anga-ki-anga, te wetewete i ngā tuhinga me ngā PDF, te mōhio ki ngā pūāhua whatu (OCR) o ngā tuhinga kua tāia me ngā tuhinga ā-ringa, te mōhio ki te kōrero, me te whakamāori i waenga i ngā reo. Ka taea hoki te whakamahi hei kaihoko motuhake e taunekeneke ana me ngā taputapu me ngā API rerekē.
I te nuinga o ngā whakamātautau, i nui ake te pai o ngā tauira Gemma 4 i te tauira Gemma 3, he 27-piriona ngā tawhā. E tautoko ana a Gemma 4 i a LiteRT-LM, vLLM, llama.cpp, MLX, Ollama, NVIDIA NIM me NeMo, LM Studio, Unsloth, SGLang, Cactus, Basetan, MaxText, Tunix, me Keras.
Source: opennet.ru
