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Source channel @githubtrending · Post #15091 · Aug 24

#python#comfyui#diffusion#flux#genai#mlsys#quantization Nunchaku is a fast and efficient engine that runs 4-bit neural networks using a special method called SVDQuant, which compresses models to use less memory and speed up processing by 2 to 5 times compared to older methods. It supports advanced AI models for tasks like high-quality text-to-image generation and image editing, working best on modern NVIDIA GPUs. You can easily install and use it with ComfyUI, and it has active community support on Slack, Discord, and WeChat. This means you can generate or edit images quickly with less computing power, saving time and resources. It also offers tutorials and example workflows to help you get started smoothly. https://github.com/nunchaku-tech/ComfyUI-nunchaku

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DruschbaFM - English

@druschbaFm_en · Post #51858 · 03/10/2025, 08:12 AM

⚡️🇷🇺🇺🇦⚡️ Two Majors #Summary for the Morning of 10 March 2025; 06:39 (GMT+3)⚡️ 🔹 In #Kursk Region, in two full days of large-scale Russian Army offensive operations, significant gains have been achieved.🗺🎬👆Liberated settlements include #MalayaLoknya, #Loknya, #Nikolsky, #Lebedevka, #Kositsa, #Pravda, #Martynovka, #Kubatkin, #Viktorovka, #StarayaSorochina, and #CherkasskoyePorechnoye. This morning, reports confirmed the capture of #Makhnovka near #Sudzha, where retreating enemy forces are regrouping. Fighting is ongoing on the outskirts of #Sudzha. Several settlements were seized thanks to a 'pipeline manoeuvre - Russian assault units advanced over 15 km in a narrow space, emerging behind enemy lines and engaging in battle, causing panic. Until reinforcements arrived, assault groups fought encircled, awaiting a breakthrough. #Novenkoye in the #Sumy region has also been captured, roads are under fire control, and bridges have been destroyed to prevent enemy retreat. The objective is not to push AFU forces back but to annihilate them. This decisive push, combined with prolonged preparation and intense combat, has yielded significant results, marking the beginning of an operation that will go down in history. 🛡 Several UAVs were destroyed or suppressed in two districts of the Voronezh region overnight. Explosions were reported in #Novokuybyshevsk, #Samara region. Russian forces targeted a gas distribution station near #Lucerna (north of #Zaporozhye) with Geran drones. Additional explosions were reported in the #Kiev and #Dnepropetrovsk regions. 🔹 North and South of #Kupyansk, on the western bank of the Oskol River, AFU is urgently reinforcing positions westward in response to Russian foothold expansion. 🔹 In #Toretsk, the enemy continues sending personnel and equipment through gaps in Russian defences, only to end up surrounded and facing superior Russian forces. 🔹 Near #Pokrovsk, Russian troops are engaged in combat with counterattacking AFU units near #Peschanoye and #Shevchenko, with villages frequently changing hands. 🔹 West of #Kurakhovo, #Konstantinopol has been captured, confirmed by multiple videos showing Russian troops raising flags in different parts of the settlement. 🔹 On the #Zaporozhye Front, Russian forces continue fierce battles for #Pyatikhatki and advance towards #Shcherbaki. Air support is assisting infantry by striking enemy positions. Reports also indicate progress towards #Danilovka, north of #Rabotino. 💥 In #Belgorod Region, Ukrainian forces continue attacks on civilians. In the #Balka hamlet, two UAVs destroyed a private house by fire. In #Zhelobok, a drone struck a parked civilian vehicle. In the Valuysky district, a drone strike set a car ablaze in the settlement of #Dalny. In the village of #Borki, an FPV drone detonated within a private residence. In Grayvoron district, a drone targeted a commercial facility in #Golovchino. In #Shebekino, a man was injured by a detonated 'Kolokolchik' mine nearby. 💬Welcome to Military Chat; 🇬🇧Battle Maps 📱 Join GLOBAL DEPTH to boost your TG Feed GLOBAL DEPTH from #HK This channel aims to unite interested individuals from around the world in an attempt to connect the dots. Subscriber participation is always welcome here and in the channel's Chat Group.