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شرکت NVIDIA مدلي به نام NVEagle را عرضه کرده که یک مدل پیشرفته برای ترکیب بینایی و زبان است. این مدل در سه نسخه 7B، 13B و 13B بهینه‌سازی‌شده برای چت ارائه شده است. این مدل از روش‌های مختلفی برای ادغام خروجی‌های انکودرهای تصویر و استفاده از متخصصین مختلف (MoE) بهره می‌برد.

در این مدل، برای ادغام تخصص‌ها، خروجی‌های انکودرهای تصویر از طریق concatenation به هم متصل می‌شوند و سپس مرحله‌ای به نام "pre-alignment" اجرا می‌شود که در آن متخصصین با انکودر متن ثابت بهینه‌سازی می‌شوند. سپس متخصصین و دیکودر فریز شده و تنها لایه پروجکشن آموزش داده می‌شود، و در نهایت همه اجزا برای بهینه‌سازی نظارتی باز می‌شوند.

معماری اصلی مدل شباهت زیادی به مدل LLaVA دارد.

Model repository: link
Try it here: link

arXiv
Forwarded from Recommender system (MehriMah Amiri)
شرکت NVIDIA مدلي به نام NVEagle را عرضه کرده که یک مدل پیشرفته برای ترکیب بینایی و زبان است. این مدل در سه نسخه 7B، 13B و 13B بهینه‌سازی‌شده برای چت ارائه شده است. این مدل از روش‌های مختلفی برای ادغام خروجی‌های انکودرهای تصویر و استفاده از متخصصین مختلف (MoE) بهره می‌برد.

در این مدل، برای ادغام تخصص‌ها، خروجی‌های انکودرهای تصویر از طریق concatenation به هم متصل می‌شوند و سپس مرحله‌ای به نام "pre-alignment" اجرا می‌شود که در آن متخصصین با انکودر متن ثابت بهینه‌سازی می‌شوند. سپس متخصصین و دیکودر فریز شده و تنها لایه پروجکشن آموزش داده می‌شود، و در نهایت همه اجزا برای بهینه‌سازی نظارتی باز می‌شوند.

معماری اصلی مدل شباهت زیادی به مدل LLaVA دارد.

Model repository: link
Try it here: link
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Should You Buy Bitcoin?

In general, many financial experts support their clients’ desire to buy cryptocurrency, but they don’t recommend it unless clients express interest. “The biggest concern for us is if someone wants to invest in crypto and the investment they choose doesn’t do well, and then all of a sudden they can’t send their kids to college,” says Ian Harvey, a certified financial planner (CFP) in New York City. “Then it wasn’t worth the risk.” The speculative nature of cryptocurrency leads some planners to recommend it for clients’ “side” investments. “Some call it a Vegas account,” says Scott Hammel, a CFP in Dallas. “Let’s keep this away from our real long-term perspective, make sure it doesn’t become too large a portion of your portfolio.” In a very real sense, Bitcoin is like a single stock, and advisors wouldn’t recommend putting a sizable part of your portfolio into any one company. At most, planners suggest putting no more than 1% to 10% into Bitcoin if you’re passionate about it. “If it was one stock, you would never allocate any significant portion of your portfolio to it,” Hammel says.

شرکت NVIDIA مدلي به نام NVEagle را عرضه کرده که یک مدل پیشرفته برای ترکیب بینایی و زبان است. این مدل در سه نسخه 7B، 13B و 13B بهینه‌سازی‌شده برای چت ارائه شده است. این مدل از روش‌های مختلفی برای ادغام خروجی‌های انکودرهای تصویر و استفاده از متخصصین مختلف (MoE) بهره می‌برد.

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