#fastvlm — Public Fediverse posts

Apple released FastVLM - a new AI model that can describe images, read text, and answer visual questions. 🚀

⚡️ 85× faster Time-to-First-Token than LLaVA
🪶 3.4× smaller vision encoder
🌐 Runs directly in browser (WebGPU)
📱 Optimized for mobile & hi-res images
🔒 Research use only (apple-amlr)

🔗 Demo: https://huggingface.co/spaces/apple/fastvlm-webgpu
📦 Code: https://github.com/apple/ml-fastvlm
👍 Models: https://huggingface.co/apple/FastVLM-7B

#FastVLM #Apple #AI #ML #OCR #VLM #HuggingFace

Apple released FastVLM - a new AI model that can describe images, read text, and answer visual questions. 🚀

⚡️ 85× faster Time-to-First-Token than LLaVA
🪶 3.4× smaller vision encoder
🌐 Runs directly in browser (WebGPU)
📱 Optimized for mobile & hi-res images
🔒 Research use only (apple-amlr)

🔗 Demo: https://huggingface.co/spaces/apple/fastvlm-webgpu
📦 Code: https://github.com/apple/ml-fastvlm
👍 Models: https://huggingface.co/apple/FastVLM-7B

#FastVLM #Apple #AI #ML #OCR #VLM #HuggingFace

Apple released FastVLM - a new AI model that can describe images, read text, and answer visual questions. 🚀

⚡️ 85× faster Time-to-First-Token than LLaVA
🪶 3.4× smaller vision encoder
🌐 Runs directly in browser (WebGPU)
📱 Optimized for mobile & hi-res images
🔒 Research use only (apple-amlr)

🔗 Demo: https://huggingface.co/spaces/apple/fastvlm-webgpu
📦 Code: https://github.com/apple/ml-fastvlm
👍 Models: https://huggingface.co/apple/FastVLM-7B

#FastVLM #Apple #AI #ML #OCR #VLM #HuggingFace

Apple released FastVLM - a new AI model that can describe images, read text, and answer visual questions. 🚀

⚡️ 85× faster Time-to-First-Token than LLaVA
🪶 3.4× smaller vision encoder
🌐 Runs directly in browser (WebGPU)
📱 Optimized for mobile & hi-res images
🔒 Research use only (apple-amlr)

🔗 Demo: https://huggingface.co/spaces/apple/fastvlm-webgpu
📦 Code: https://github.com/apple/ml-fastvlm
👍 Models: https://huggingface.co/apple/FastVLM-7B

#FastVLM #Apple #AI #ML #OCR #VLM #HuggingFace

🧠 #Apple ha appena presentato #FastVLM e MobileCLIP2, modelli vision-language progettati per funzionare on-device, senza passaggi su server remoti.

👉 I dettagli: https://www.linkedin.com/posts/alessiopomaro_ai-apple-fastvlm-activity-7368959515393806339-jTjK

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✉️ 𝗦𝗲 𝘃𝘂𝗼𝗶 𝗿𝗶𝗺𝗮𝗻𝗲𝗿𝗲 𝗮𝗴𝗴𝗶𝗼𝗿𝗻𝗮𝘁𝗼/𝗮 𝘀𝘂 𝗾𝘂𝗲𝘀𝘁𝗲 𝘁𝗲𝗺𝗮𝘁𝗶𝗰𝗵𝗲, 𝗶𝘀𝗰𝗿𝗶𝘃𝗶𝘁𝗶 𝗮𝗹𝗹𝗮 𝗺𝗶𝗮 𝗻𝗲𝘄𝘀𝗹𝗲𝘁𝘁𝗲𝗿: https://bit.ly/newsletter-alessiopomaro

#AI #GenAI #GenerativeAI #IntelligenzaArtificiale #LLM 

🧠 #Apple ha appena presentato #FastVLM e MobileCLIP2, modelli vision-language progettati per funzionare on-device, senza passaggi su server remoti.

👉 I dettagli: https://www.linkedin.com/posts/alessiopomaro_ai-apple-fastvlm-activity-7368959515393806339-jTjK

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✉️ 𝗦𝗲 𝘃𝘂𝗼𝗶 𝗿𝗶𝗺𝗮𝗻𝗲𝗿𝗲 𝗮𝗴𝗴𝗶𝗼𝗿𝗻𝗮𝘁𝗼/𝗮 𝘀𝘂 𝗾𝘂𝗲𝘀𝘁𝗲 𝘁𝗲𝗺𝗮𝘁𝗶𝗰𝗵𝗲, 𝗶𝘀𝗰𝗿𝗶𝘃𝗶𝘁𝗶 𝗮𝗹𝗹𝗮 𝗺𝗶𝗮 𝗻𝗲𝘄𝘀𝗹𝗲𝘁𝘁𝗲𝗿: https://bit.ly/newsletter-alessiopomaro

#AI #GenAI #GenerativeAI #IntelligenzaArtificiale #LLM 

🧠 #Apple ha appena presentato #FastVLM e MobileCLIP2, modelli vision-language progettati per funzionare on-device, senza passaggi su server remoti.

👉 I dettagli: https://www.linkedin.com/posts/alessiopomaro_ai-apple-fastvlm-activity-7368959515393806339-jTjK

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✉️ 𝗦𝗲 𝘃𝘂𝗼𝗶 𝗿𝗶𝗺𝗮𝗻𝗲𝗿𝗲 𝗮𝗴𝗴𝗶𝗼𝗿𝗻𝗮𝘁𝗼/𝗮 𝘀𝘂 𝗾𝘂𝗲𝘀𝘁𝗲 𝘁𝗲𝗺𝗮𝘁𝗶𝗰𝗵𝗲, 𝗶𝘀𝗰𝗿𝗶𝘃𝗶𝘁𝗶 𝗮𝗹𝗹𝗮 𝗺𝗶𝗮 𝗻𝗲𝘄𝘀𝗹𝗲𝘁𝘁𝗲𝗿: https://bit.ly/newsletter-alessiopomaro

#AI #GenAI #GenerativeAI #IntelligenzaArtificiale #LLM 

🧠 #Apple ha appena presentato #FastVLM e MobileCLIP2, modelli vision-language progettati per funzionare on-device, senza passaggi su server remoti.

👉 I dettagli: https://www.linkedin.com/posts/alessiopomaro_ai-apple-fastvlm-activity-7368959515393806339-jTjK

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✉️ 𝗦𝗲 𝘃𝘂𝗼𝗶 𝗿𝗶𝗺𝗮𝗻𝗲𝗿𝗲 𝗮𝗴𝗴𝗶𝗼𝗿𝗻𝗮𝘁𝗼/𝗮 𝘀𝘂 𝗾𝘂𝗲𝘀𝘁𝗲 𝘁𝗲𝗺𝗮𝘁𝗶𝗰𝗵𝗲, 𝗶𝘀𝗰𝗿𝗶𝘃𝗶𝘁𝗶 𝗮𝗹𝗹𝗮 𝗺𝗶𝗮 𝗻𝗲𝘄𝘀𝗹𝗲𝘁𝘁𝗲𝗿: https://bit.ly/newsletter-alessiopomaro

#AI #GenAI #GenerativeAI #IntelligenzaArtificiale #LLM 

🧠 #Apple ha appena presentato #FastVLM e MobileCLIP2, modelli vision-language progettati per funzionare on-device, senza passaggi su server remoti.

👉 I dettagli: https://www.linkedin.com/posts/alessiopomaro_ai-apple-fastvlm-activity-7368959515393806339-jTjK

___
✉️ 𝗦𝗲 𝘃𝘂𝗼𝗶 𝗿𝗶𝗺𝗮𝗻𝗲𝗿𝗲 𝗮𝗴𝗴𝗶𝗼𝗿𝗻𝗮𝘁𝗼/𝗮 𝘀𝘂 𝗾𝘂𝗲𝘀𝘁𝗲 𝘁𝗲𝗺𝗮𝘁𝗶𝗰𝗵𝗲, 𝗶𝘀𝗰𝗿𝗶𝘃𝗶𝘁𝗶 𝗮𝗹𝗹𝗮 𝗺𝗶𝗮 𝗻𝗲𝘄𝘀𝗹𝗲𝘁𝘁𝗲𝗿: https://bit.ly/newsletter-alessiopomaro

#AI #GenAI #GenerativeAI #IntelligenzaArtificiale #LLM 

💡 Apple FastVLM funziona offline nel browser: zero latenza e privacy totale nei video IA

https://gomoot.com/apple-fastvlm-funziona-offline-nel-browser-zero-latenza-e-privacy-totale-nei-video-ia/

#ai #apple #appleglasses #ar #blog #fastvlm #llm #mlx #news #picks #smartglasses #tech #tecnologia #webgpu

💡 Apple FastVLM funziona offline nel browser: zero latenza e privacy totale nei video IA

https://gomoot.com/apple-fastvlm-funziona-offline-nel-browser-zero-latenza-e-privacy-totale-nei-video-ia/

#ai #apple #appleglasses #ar #blog #fastvlm #llm #mlx #news #picks #smartglasses #tech #tecnologia #webgpu

💡 Apple FastVLM funziona offline nel browser: zero latenza e privacy totale nei video IA

https://gomoot.com/apple-fastvlm-funziona-offline-nel-browser-zero-latenza-e-privacy-totale-nei-video-ia/

#ai #apple #appleglasses #ar #blog #fastvlm #llm #mlx #news #picks #smartglasses #tech #tecnologia #webgpu

💡 Apple FastVLM funziona offline nel browser: zero latenza e privacy totale nei video IA

https://gomoot.com/apple-fastvlm-funziona-offline-nel-browser-zero-latenza-e-privacy-totale-nei-video-ia/

#ai #apple #appleglasses #ar #blog #fastvlm #llm #mlx #news #picks #smartglasses #tech #tecnologia #webgpu

💡 Apple FastVLM funziona offline nel browser: zero latenza e privacy totale nei video IA

https://gomoot.com/apple-fastvlm-funziona-offline-nel-browser-zero-latenza-e-privacy-totale-nei-video-ia/

#ai #apple #appleglasses #ar #blog #fastvlm #llm #mlx #news #picks #smartglasses #tech #tecnologia #webgpu

Apples ultraschnelles Video-Untertitelmodell FastVLM im Browser testen
Apple hat FastVLM, ein leistungsfähiges KI-Modell für schnelle Video-Untertitelung, für die breite Öffentlichkeit zugänglich gemacht. Ihr könnt das Modell jetzt bequem im Browser ausprobieren – Voraussetzung ist ein Apple Silico
https://www.apfeltalk.de/magazin/news/apples-ultraschnelles-video-untertitelmodell-fastvlm-im-browser-testen/
#KI #News #Apple #AppleSilicon #Browser #FastVLM #HuggingFace #KI #VideoUntertitel

Apples ultraschnelles Video-Untertitelmodell FastVLM im Browser testen
Apple hat FastVLM, ein leistungsfähiges KI-Modell für schnelle Video-Untertitelung, für die breite Öffentlichkeit zugänglich gemacht. Ihr könnt das Modell jetzt bequem im Browser ausprobieren – Voraussetzung ist ein Apple Silico
https://www.apfeltalk.de/magazin/news/apples-ultraschnelles-video-untertitelmodell-fastvlm-im-browser-testen/
#KI #News #Apple #AppleSilicon #Browser #FastVLM #HuggingFace #KI #VideoUntertitel

Apples ultraschnelles Video-Untertitelmodell FastVLM im Browser testen
Apple hat FastVLM, ein leistungsfähiges KI-Modell für schnelle Video-Untertitelung, für die breite Öffentlichkeit zugänglich gemacht. Ihr könnt das Modell jetzt bequem im Browser ausprobieren – Voraussetzung ist ein Apple Silico
https://www.apfeltalk.de/magazin/news/apples-ultraschnelles-video-untertitelmodell-fastvlm-im-browser-testen/
#KI #News #Apple #AppleSilicon #Browser #FastVLM #HuggingFace #KI #VideoUntertitel

Apples ultraschnelles Video-Untertitelmodell FastVLM im Browser testen
Apple hat FastVLM, ein leistungsfähiges KI-Modell für schnelle Video-Untertitelung, für die breite Öffentlichkeit zugänglich gemacht. Ihr könnt das Modell jetzt bequem im Browser ausprobieren – Voraussetzung ist ein Apple Silico
https://www.apfeltalk.de/magazin/news/apples-ultraschnelles-video-untertitelmodell-fastvlm-im-browser-testen/
#KI #News #Apple #AppleSilicon #Browser #FastVLM #HuggingFace #KI #VideoUntertitel

Apples ultraschnelles Video-Untertitelmodell FastVLM im Browser testen
Apple hat FastVLM, ein leistungsfähiges KI-Modell für schnelle Video-Untertitelung, für die breite Öffentlichkeit zugänglich gemacht. Ihr könnt das Modell jetzt bequem im Browser ausprobieren – Voraussetzung ist ein Apple Silico
https://www.apfeltalk.de/magazin/news/apples-ultraschnelles-video-untertitelmodell-fastvlm-im-browser-testen/
#KI #News #Apple #AppleSilicon #Browser #FastVLM #HuggingFace #KI #VideoUntertitel

Apple może wykorzystać model FastVLM do inteligentnych okularów z AI

Apple intensywnie pracuje nad inteligentnymi okularami z AI, które mają konkurować z Meta Ray-Banami.

Premiera spodziewana jest około 2027 roku, wraz z nowymi AirPodsami wyposażonymi w kamery i funkcje sztucznej inteligencji.

Choć urządzenie pozostaje tajemnicą, Apple ujawniło, jak może wyglądać jego system AI. Kluczową rolę ma odegrać autorski framework MLX, stworzony specjalnie dla Apple Silicon. Pozwala on na lokalne trenowanie i uruchamianie modeli AI bez potrzeby łączenia się z chmurą.

Apple właśnie zaprezentowało FastVLM – nowy wizualno-językowy model AI, który dzięki kodowaniu FastViTHD przetwarza obraz w wysokiej rozdzielczości z bardzo niskim opóźnieniem i mniejszym zużyciem mocy obliczeniowej.

Jak pisze Apple:

W oparciu o kompleksową analizę wydajności wzajemnych relacji między rozdzielczością obrazu, opóźnieniem wizji, liczbą tokenów i rozmiarem LLM, wprowadzamy FastVLM – model, który osiąga zoptymalizowany kompromis między opóźnieniem, rozmiarem modelu i dokładnością.

FastVLM jest:

• nawet 3,2x szybszy i 3,6x mniejszy od porównywalnych modeli,
• zoptymalizowany pod kątem urządzeń mobilnych i wearables,
• zdolny do generowania odpowiedzi 85 razy szybciej (czas do pierwszego tokenu),
• zaprojektowany do lokalnego działania – kluczowe w urządzeniach jak inteligentne okulary.

Model FastVLM dostępny jest na GitHubie, a jego dokumentacja naukowa na arXiv.

Pierwsze wrażenia z Meta Ray-Ban Wayfarer – rób zdjęcia, wideo lub livestreamuj

#AILokalnePrzetwarzanie #AppleAI #AppleAR2027 #AppleGlasses #AppleSilicon #AppleVsMetaRayBan #AppleWearablesAI #FastViTHD #FastVLM #inteligentneOkularyApple #MLXApple #modelJęzykowoWizualnyApple #okularyZAI

🍎 Ladies and gentlemen, #Apple has entered the chat with their #FastVLM model—because why innovate with actual features when you can just slap "faster" on something and call it a day? 🙄 #GitHub is now just a glorified menu of #buzzwords and half-baked promises. 🚀
https://github.com/apple/ml-fastvlm #innovation #technews #HackerNews #ngated

🍎 Ladies and gentlemen, #Apple has entered the chat with their #FastVLM model—because why innovate with actual features when you can just slap "faster" on something and call it a day? 🙄 #GitHub is now just a glorified menu of #buzzwords and half-baked promises. 🚀
https://github.com/apple/ml-fastvlm #innovation #technews #HackerNews #ngated

🍎 Ladies and gentlemen, #Apple has entered the chat with their #FastVLM model—because why innovate with actual features when you can just slap "faster" on something and call it a day? 🙄 #GitHub is now just a glorified menu of #buzzwords and half-baked promises. 🚀
https://github.com/apple/ml-fastvlm #innovation #technews #HackerNews #ngated

🍎 Ladies and gentlemen, #Apple has entered the chat with their #FastVLM model—because why innovate with actual features when you can just slap "faster" on something and call it a day? 🙄 #GitHub is now just a glorified menu of #buzzwords and half-baked promises. 🚀
https://github.com/apple/ml-fastvlm #innovation #technews #HackerNews #ngated

FastVLM: Dramatically Faster Vision Language Model from Apple

https://github.com/apple/ml-fastvlm

#HackerNews #FastVLM #Apple #Vision #Language #Model #Technology #AI #Innovation

FastVLM: Dramatically Faster Vision Language Model from Apple

https://github.com/apple/ml-fastvlm

#HackerNews #FastVLM #Apple #Vision #Language #Model #Technology #AI #Innovation

FastVLM: Dramatically Faster Vision Language Model from Apple

https://github.com/apple/ml-fastvlm

#HackerNews #FastVLM #Apple #Vision #Language #Model #Technology #AI #Innovation

FastVLM: Dramatically Faster Vision Language Model from Apple

https://github.com/apple/ml-fastvlm

#HackerNews #FastVLM #Apple #Vision #Language #Model #Technology #AI #Innovation