A small list of small and tiny Generative AI models
I am especially interested in tiny modals as all my career I worked on large-scale applications (billions of queries per day with low latency requirements, billions of documents to be processed etc) — and large multi-billion parameter models will not fit such area due to costs and operational limits. Tiny models will be workhorses in the industry for many applications
TinyLLama https://lnkd.in/gbqDkydb
Small models from Stability AI https://lnkd.in/gYqzMTCw
Phi-2 https://lnkd.in/gFzGXiGA
Orca Math https://lnkd.in/gFjdUBYE
Some models from OpenFlamingo family https://lnkd.in/gv_xKm4Y
MobiLlama https://lnkd.in/gVX_ckg3
multi-modal Tiny GPTV https://lnkd.in/gFz_BcKu
multi-modal Miny GPT4 https://lnkd.in/gSJEZTuj
multi modal TinyLlava https://lnkd.in/g8wgqcZF
visual MobileVLM https://lnkd.in/gUJj8G_A
visual Moondream https://lnkd.in/gY8xeWca