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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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Crypto M - Crypto News

@CryptoM · Post #64842 · 04/10/2026, 03:34 AM

🚀 Solana's Neutral Trade Responds to Drift Attack Impact Neutral Trade, a quantitative strategy sharing platform within the Solana ecosystem, announced that it is assessing the impact of the Drift attack on its platform and users. According to Foresight News, the team is awaiting further investigation results from Drift. The update includes the suspension and removal of all 'Drift Architecture' vaults from the homepage, although users can still view related positions on the portfolio page. Currently, the homepage only displays the 'Neutral Strategy' proprietary strategy vaults, which are operating normally and have not suffered any losses. The 'Neutral Strategy' vaults have undergone independent audits by Halborn, Offside Labs, and Quantstamp, and are integrated with FORDEFI's enterprise-grade security solutions. Although the NT Earn vaults had Drift position configurations, Neutral's risk engine detected anomalies during the attack and preemptively withdrew funds to Jupiter Lend and Kamino, preventing any losses. Neutral Trade is committed to advancing security upgrades and is considering joining the STRIDE ecosystem security program supported by the Solana Foundation. Previously, Neutral Trade reported a loss of approximately $3.67 million due to the Drift attack. #Solana#NeutralTrade#DriftAttack#CryptoSecurity#DeFi#Blockchain#STRIDE#JupiterLend#Kamino#QuantitativeStrategy#SOL#JUP