Zach Nagengast @zachnagengast
founding engineer @argmaxinc 🛠️ optimizing large models for the edge 📲⌚️💻🥽 github.com/zachnagengast Los Angeles, CA Joined November 2011-
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swift-transformers reaches 1.0, looking forward to the future 🥳
Phones continue to make significant jumps in on-device AI performance as models rapidly get smaller and smarter, convergence with cloud may come surprisingly soon (already here for many cases)
Phones continue to make significant jumps in on-device AI performance as models rapidly get smaller and smarter, convergence with cloud may come surprisingly soon (already here for many cases)
@argmaxinc Guess which device is the middle one
Happy iPhone performance benchmarking day to those who celebrate! Incoming on-device inference benchmarks: Devices - iPhone 16 Pro vs 17 Pro - iPhone 17 Air vs 17 Pro Models - @OpenAI Whisper Large v3 Turbo - @NVIDIAAI Parakeet v3 - @pyannoteAI v3
Pick three
For anyone who finds this useful, here's the new device identifiers from Xcode 26 RC
A19 Pro comes with Neural Accelerators integrated into the GPU, could this mean Apple is finally opening up efficient compute units for developers outside of CoreML? #AppleEvent
Developers surprise us with new use cases for background transcription on iOS! Custom voice keyboards (like @superwhisperapp) can now dictate right in the app with local models without switching to another dedicated app. The demo video is using @NVIDIAAI Parakeet v3 with…
Developers surprise us with new use cases for background transcription on iOS! Custom voice keyboards (like @superwhisperapp) can now dictate right in the app with local models without switching to another dedicated app. The demo video is using @NVIDIAAI Parakeet v3 with… https://t.co/xxwqkgbjqF
OH MY FUCKING GOD I LOVE YOU @nvidia FOR THIS MODEL I LOVE YOU @argmaxinc FOR THE IMPL I LOVE YOU @jordibruin FOR THE APP IT IS SO FAST AND ACCURATE AND THAT IN GERMAN WOW WOW WOW
OH MY FUCKING GOD I LOVE YOU @nvidia FOR THIS MODEL I LOVE YOU @argmaxinc FOR THE IMPL I LOVE YOU @jordibruin FOR THE APP IT IS SO FAST AND ACCURATE AND THAT IN GERMAN WOW WOW WOW
Nvidia Parakeet v3 is out! Enjoy Day 0 support with Argmax SDK - What changed from v2? - How do I use it? - Should I upgrade to this model right away? Answers in comments
Really excited about this, local servers have emerged as the one-size-fits-all interface for on-device inference because they can simply match established API specs and point to localhost instead. At Argmax, we focus on optimizing the inference pipeline for the chip it's running…
Really excited about this, local servers have emerged as the one-size-fits-all interface for on-device inference because they can simply match established API specs and point to localhost instead. At Argmax, we focus on optimizing the inference pipeline for the chip it's running…
Super intelligence in your pocket will happen. And if you want to accelerate the timeline hit me up. We’re working on this at every layer with MLX.
Super intelligence in your pocket will happen. And if you want to accelerate the timeline hit me up. We’re working on this at every layer with MLX.
Argmax Pro SDK is now generally available!!
Argmax Pro SDK is now generally available!!
Major update to Argmax Pro SDK dropped today! - Real-time transcription API now supports multiple concurrent sessions - Diarized transcriptions have 40% lower error rates - New high-level APIs to streamline developer experience These improvements come at no additional latency or…
Nvidia Parakeet v2 is slowly dethroning Whisper @karpathy's vibecoding voice interface @superwhisperapp is now running Nvidia Parakeet v2 using Argmax Pro SDK! x.com/superwhisperap…
Nvidia Parakeet v2 is slowly dethroning Whisper @karpathy's vibecoding voice interface @superwhisperapp is now running Nvidia Parakeet v2 using Argmax Pro SDK! x.com/superwhisperap…
AGI's last exam: Understand swift
The flagship @pyannoteAI speaker diarization model is now on Argmax SDK! We are thrilled to bring the most accurate speaker diarization model on device, where conversations happen. Same familiar APIs, no code changes required to upgrade from the open-source pyannote model.…
Where conversations happen, speaker intelligence should follow. pyannoteAI is now available on-device, thanks to our partnership with @argmaxinc 🎉Run our most accurate speaker diarization models at the edge. 📷 More in the comments #VoiceAI #PrivacyFirst #Diarization #AI
MacWhisper now supports Nvidia's Parakeet models. 🏆 Second highest accuracy on the leaderboards 🚀 Up to 300x realtime speeds 💻 All ran locally on your Mac Watch the video below where we transcribe and diarise a 30 minute podcast in 8 seconds. Give it a try and let us know!
1000+ tok/s easily achievable on modern macs as well with our VAD-based concurrency algorithm🏃♂️💨 ANE is great for this kind of model
1000+ tok/s easily achievable on modern macs as well with our VAD-based concurrency algorithm🏃♂️💨 ANE is great for this kind of model
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