embeddinggemma-2

He aha embeddinggemma-2

Ko te EmbeddingGemma-2 he raupapa tauira whakauru kuputuhi i tukuna e Google, e arotahi ana ki te whakaputa i ngā whakaaturanga vector kuputuhi o te kounga teitei mō ngā mahi pēnei i te rapu, te tiki me te tātaitanga ōrite.

Ngā āhuatanga matua

• Ka whakamāpū i ngā kuputuhi (tae atu ki te waehere), ngā whakaahua, ngā riipene me ngā tāurunga ororongo ki tētahi wāhi vector 768-āhuahanga kotahi
• Ka tautoko i ngā reo 100+ ā, ka whakapai ake i te mahinga mō ngā mahi e pā ana ki te waehere
• Ka whakarato i te utaina o ngā momo āhuatanga ngawari, e taea ai te whakamahi i ngā kaiwhakawae kupu, matakite, oro rānei
• E tautoko ana i te Matryoshka Representation Learning i te tūpuna, e taea ai te tapahi mai i ngā whakaurunga 128d ki te 768d
• E tautoko ana i tētahi matapihi horopaki 8K token, e kaha ana ki te whakahaere i ētahi meneti o te oro, ataata rānei

Mā wai

E tika ana mō ngā kaiwhakawhanake e hiahia ana ki te mahi i ngā whakaurunga kupu, atahanga, ataata me te oro ki runga i ngā taputapu taumata-kaihoko (pērā i ngā waea me ngā rorohiko pona) mō ngā mahi rapu, RAG, whakarōpū me te whakarōpū huinga.

Me pēhea te tīmata

1. Toro atu ki https://huggingface.co/google/embeddinggemma-2
2. Tukuna te tauira mā te whare pukapuka Hugging Face Transformers
3. Tuku i ngā kaiwhakawae kupu, matakite, oro rānei kia rite ki ngā whakaritenga

I whakahiatohia mai i ngā whakaahuatanga tūmatanui i te pae mana / README / whārangi whakarewatanga o te taputapu. Kāore anō kia whakamanahia ngā utu me ngā tau kaiwhakamahi; tirohia te pae mana. I hangaia ētahi wāhanga mā te āwhina AI. Kua tuhia ki te reo Hainamana me te reo Ingarihi; ko ētahi atu reo he whakamāoritanga mihini.