
Ciyar da AI gaba da LLM multimodal: darussa daga MM1
Yadda binciken MM1 na Apple ke bayyana gine-gine, bayanan pre-training, da ikon multimodal
Articles on AI, post-quantum cryptography, ISO 20022 and the future of payments.
TOPIC
Foundation models, multimodal LLMs (Gemini, Gemma, Mistral, MM1), prompt engineering, and the open-source releases that shape what banks can build inside their own data perimeter.

Yadda binciken MM1 na Apple ke bayyana gine-gine, bayanan pre-training, da ikon multimodal

AI na tattaunawa yana haɓaka cikin sauri, kuma Le Chat na Mistral AI yana kan gaba a wannan sabon fasalin. Wannan dandamali yana inganta ƙwarewar masu amfani kuma yana kalubalanci manyan hanyoyin magance AI kamar ChatGPT. Shi ne...

Kwanan nan Google ya ƙaddamar da [Gemma ⧉][00], buɗaɗɗen samfurin basirar wucin gadi wanda aka tsara don samar da tushe mai sauƙi da na ɗabi'a don haɓaka AI. A matsayin buɗaɗɗen samfuri, Gemma...

Gemini 1.5 an gina shi ne akan sabon tsarin Mixture of Experts (MoE), wanda ke haɓaka ikonsa na kunna hanyoyin da suka fi dacewa a cikin hanyoyin sadarwar sa na jijiya. Wannan ci gaban...

Injiniyan prompt yana tsara shigar LLM a lokacin inference — ba tare da sabunta nauyi ba. Labarin yana rufe dabarun da aka tabbatar suna da inganci a 2024: zero-shot task framing (Brown et al., 2020), chain-of-thought reasoning (Wei et al., 2022), self-consistency sampling (Wang et al., 2022), ReAct agent loops (Yao et al., 2022), haɗarin indirect prompt injection (Greshake et al., 2023), da ƙirar RAG daga ayyukan kuɗi.

Yayin da muke shiga shekarar 2024, AI yana sake fasalin fasaha, al'umma, da rayuwar yau da kullum. Wannan zamani ba kawai game da juyin halittar fasaha ba ne; tafiya ce ta sauyi inda AI ke fitowa a matsayin...

Generative AI ya wuce daga bincike zuwa aiwatarwa a 2023. GPT-4, Claude 2, Llama 2, da Mistral sun nuna cewa large language models na iya sarrafa duba takardun shari'a, samar da code, da tattaunawar abokan ciniki a ingancin da ya dace da ɗan adam — wanda ya haifar da tambayoyin gaggawa na gudanarwa game da hallucination, zubewar bayanai, da bin ƙa'idoji a ayyukan kudi.