Learn how to stream LLM tokens to the browser with server sent events, cache repeated prompts and measure time to first token in a small Python service.
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A practical tutorial on how an AI voice call works, from microphone to speech to model to voice, with latency tips and a Python loop you can adapt.
Continue readingWhen DeepSeek-R1 dropped in January 2025, it shook the AI world by matching OpenAI o1 on reasoning benchmarks using pure reinforcement learning – and releasing the weights. Over a year later, the reasoning model landscape has shifted dramatically. Let’s see where things stand in March 2026.
Continue readingDeepSeek recently released their DeepSeek-R1 model, achieving reasoning capabilities on par with OpenAI’s o1 models through pure reinforcement learning. Let’s explore how they did it and what Hugging Face is doing with Open-R1. What is DeepSeek-R1? If you’ve ever struggled with a tough math…
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