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Source channel @githubtrending · Post #15385 · Jan 2

#python#deep_learning#inference#openai#quantization#speech_recognition#speech_to_text#transformer#whisper Faster-Whisper is a fast version of OpenAI's Whisper that transcribes audio up to 4x quicker with the same accuracy, using less memory on CPU or GPU—benchmarks show it beats original Whisper (e.g., 1m03s vs 2m23s for 13-min audio on GPU). Install via `pip install faster-whisper`, no FFmpeg needed, and use simple Python code like `WhisperModel("large-v3").transcribe("audio.mp3")` for segments with timestamps. You benefit by getting quick, efficient speech-to-text for real-time apps, saving time and resources on long files or batches. https://github.com/SYSTRAN/faster-whisper

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TONlines – News

@tonlines · Post #7214 · 05/14/2025, 02:32 PM

swap.coffee and Colossus Integration Announcement #Colossus#DEX swap.coffee channel has announced the integration with Colossus, a DEX with concentrated liquidity developed by the Titan team. This enhancement offers users improved routing and better prices, adding more value to every swap. Source: link @tonlines

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@kejiqu · Post #3767 · 09/18/2025, 09:17 AM

马斯克“巨硬计划”新动作曝光:从 0 建起算力集群,6 个月完成 OpenAI & 甲骨文 15 个月的工作 马斯克旗下 xAI 正在推进“巨硬计划”(MACROHARD),该项目旨在构建 AI 算力集群 Colossus II。 仅用时6个月便完成了200MW供电规模的算力集群建设,可支持11万台英伟达GB200 GPU。Colossus II 于2025年3月启动,预计最终将部署超过55万个GPU,峰值功率需求超过1.1吉瓦,并计划扩展至100万个GPU。xAI 通过租赁燃气涡轮机、收购发电厂以及部署特斯拉Megapack电池储能系统等方式解决电力需求。马斯克亲自参与项目,并将巨硬计划视为特斯拉的关键组成部分,用于优化自动驾驶、工厂自动化和机器人。Colossus I 曾是规模最大的 AI 训练算力集群。IT之家 🏷#马斯克#Colossus#II#AI 📢频道👥群组📝投稿