AI models now handle voice/speech yet building w. them in Python is very frustrating Welcome FastRTC here to solve
– Automatic Voice Detection
– Handling WebRTC & the backend for real-time apps
– Calling Phones Blog https://
huggingface.co/blog/fastrtc
Github https://
github.com/freddyaboulton
/fastrtc
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@thom_wolf
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FastRTC: Python Framework for Real-Time Voice AI Applications
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Grok-2 Open-Source Release Plans from Elon Musk
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Indeed I was talking about *open-source* SOTA large models but Grok-2 will be soon open-source, right @elonmusk
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DeepSeek MoE Architecture for Large Language Models
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Let me add a bit context to the latest DeepSeek code release as I feel it was a bit bare bones. Mixture-of-Experts (MoE) is a simple extension of transformers which is rapidly establishing itself as be the go-to architecture for mid-to-large size LLM (20B-600B parameters). It
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Ultra-Scale Parallelism Guide for Advanced AI Training
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You can read a bit more in the "expert Parallelism" section in the Ultra-Scale Playbook: https://
huggingface.co/spaces/nanotro
n/ultrascale-playbook
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First Open-Source Software Conference for Fusion Energy 2025
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Don't know who need to hear it but in 2025 there is a first-of-its-kind conference on *Open-Source* Software for *Fusion* Energy We're living in a (cool) future
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Ultra-Scale Playbook mobile optimization needs community contribution
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Making the open-source “Ultra-Scale Playbook” mobile/phone friendly would be quite amazing if someone feels like contributing and wants to give it a try
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Ultrascale Playbook Podcast: 1h30 AI Learning Summary
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if you didn't have time yet to read the 100-page "Ultrascale Playbook", I gathered all the NotebookLM audios spread along the main sub-sections of the book in a single 1h30 podcast below
— Thomas Wolf (@Thom_Wolf) 20 février 2025
factuality is pretty good – great listen for the car https://t.co/vjgtUAaZW2 pic.twitter.com/LwmpE6iBaQif you didn't have time yet to read the 100-page "Ultrascale Playbook", I gathered all the NotebookLM audios spread along the main sub-sections of the book in a single 1h30 podcast below factuality is pretty good – great listen for the car
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Ultra-Scale Playbook: 5D Parallelism and CUDA Optimization Guide
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After 6+ months in the making and burning over a year of GPU compute time, we're super excited to finally release the "Ultra-Scale Playbook" Check it out here: http://
hf.co/spaces/nanotro
n/ultrascale-playbook
… A free, open-source, book to learn everything about 5D parallelism, ZeRO, fast CUDA kernels, -
Platform hosts 3,500 terabytes of GGUF model files
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we currently host 3,500 terabytes of .gguf files – just saying
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8GB High Quality Math Reasoning Model Released
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holy shit 8GB of high quality reasoning math just dropped