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Source channel @githubtrending · Post #15141 · Sep 13

#python#large_language_models#machine_learning_systems#natural_language_processing Flash Linear Attention (FLA) is a fast, memory-efficient library for advanced linear attention models used in transformers, written in PyTorch and Triton, and compatible with NVIDIA, AMD, and Intel GPUs. It offers many state-of-the-art linear attention models and fused modules that speed up training and reduce memory use. You can easily replace standard attention layers in your models with FLA’s efficient versions, improving training and inference speed, especially for long sequences. FLA supports hybrid models mixing linear and standard attention, and integrates with Hugging Face Transformers for easy use and evaluation. This helps you train and run large language models faster and with less memory, making your AI projects more efficient and scalable. https://github.com/fla-org/flash-linear-attention

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Импульс ГУАП

@guap_mol · Post #3403 · 01/10/2026, 12:03 PM

Ассоциации▫️ ➿➿➿➿➿➿➿➿➿➿ Возвращаем давнюю идею в новых реалиях 🤩 Сегодня ты сможешь ещё лучше узнатьпредседателя профбюро факультета №6 ➿➿➿➿➿➿➿➿➿➿ #AC Источник: Козырная Шестёрка

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proWines🍷

@pro_Wines · Post #2518 · 08/15/2023, 06:19 PM

Испания 🇪🇸, Монастрель. Шикарно, по-мужски, ягодно, сочно, пыль, земля и перец. Фруктиков тут не будет)) Даже пробку однозначно в коллекцию, здесь и искры и надпись "music for your tangue" - Музыка для твоего языка.... Ценник +/- 1000р. #AC/DC @pro_Wines

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Pensive|

@PensivePost · Post #5022 · 03/25/2021, 02:19 PM

I had a dream , a dream of delusion A man with muscles better and nerves more A suit was his only wear He held me close His perfume made me crazy I could smell his hormones that made me dizzy A man perfect than the word , have ever seen before All seemed a piece of fiction , time stopped around me I saw his lips part , desire spoke “You are mine , I don't allow you to look at others and smile” My heart beat faster , felt his warmth of lips on mine I closed my eyes to feel , opened and found lying in the sofa Although a dream but the man I want . From love lorn to a walter The man kept the fire in me burn I perfected fake smile , ambition in me spoke From bubbly to cold I made myself perfect than the word Perfect man in dreams to a perfect lady in life Adoring him to adored by all the men My life changed from a turmoil to utopia #review#poetry#AC

Tutto Elezioni

@tuttoelezioni · Post #1283 · 09/29/2025, 05:08 PM

#Italia🇮🇹 #Regionali #ValledAosta Risultati preliminari. Distribuzione dei seggi. 🟦 Union Valdôtaine (#UV|G/EFA): 12 🟦 Autonomisti di Centro (#AC): 6 🟦 Fratelli d'Italia (#FdI|ECR): 4 🟦 Forza Italia (#FI|PPE): 4 🟩 Lega (#LSP|PfE): 3 🟧 Partito Democratico (#PD|S&D): 3 🟥 Alleanza Verdi e Sinistra (#AVS|G/EFA|LEFT): 3 🟩 Valle d'Aosta Aperta (#VdAA; include #M5S|LEFT e #PRC|LEFT): 0 🟦 Valle d'Aosta Futura (#VdAF): 0 Totale: 35 Maggioranza: 18 @TuttoElezioni

Tutto Elezioni

@tuttoelezioni · Post #1282 · 09/29/2025, 05:06 PM

#Italia🇮🇹 #Regionali #ValledAosta Risultati preliminari. Voti scrutinati: 65.011/65.011 (100%). 🟦 Union Valdôtaine (#UV|G/EFA): 31,97% 🟦 Autonomisti di Centro (#AC): 14,05% 🟦 Fratelli d'Italia (#FdI|ECR): 10,99% 🟦 Forza Italia (#FI|PPE): 10,05% 🟩 Lega (#LSP|PfE): 8,38% 🟧 Partito Democratico (#PD|S&D): 8,04% 🟥 Alleanza Verdi e Sinistra (#AVS|G/EFA|LEFT): 6,32% 🟩 Valle d'Aosta Aperta (#VdAA; include #M5S|LEFT e #PRC|LEFT): 5,56% 🟦 Valle d'Aosta Futura (#VdAF): 4,64% @TuttoElezioni

Tutto Elezioni

@tuttoelezioni · Post #1281 · 09/29/2025, 04:13 PM

#Italia🇮🇹 #Regionali #ValledAosta Risultati preliminari. Voti scrutinati: 62.301/65.011 (95,83%). 🟦 Union Valdôtaine (#UV|G/EFA): 31,77% 🟦 Autonomisti di Centro (#AC): 14,07% 🟦 Fratelli d'Italia (#FdI|ECR): 11,03% 🟦 Forza Italia (#FI|PPE): 10,12% 🟩 Lega (#LSP|PfE): 8,41% 🟧 Partito Democratico (#PD|S&D): 8,08% 🟥 Alleanza Verdi e Sinistra (#AVS|G/EFA|LEFT): 6,32% 🟩 Valle d'Aosta Aperta (#VdAA; include #M5S|LEFT e #PRC|LEFT): 5,57% 🟦 Valle d'Aosta Futura (#VdAF): 4,62% @TuttoElezioni

Tutto Elezioni

@tuttoelezioni · Post #1273 · 09/29/2025, 01:36 PM

#Italia🇮🇹 #Regionali #ValledAosta Risultati preliminari. Voti scrutinati: 42.720/65.011 (65,71%). 🟦 Union Valdôtaine (#UV|G/EFA): 31,38% 🟦 Autonomisti di Centro (#AC): 14,08% 🟦 Fratelli d'Italia (#FdI|ECR): 10,98% 🟦 Forza Italia (#FI|PPE): 10,49% 🟩 Lega (#LSP|PfE): 8,72% 🟧 Partito Democratico (#PD|S&D): 8,00% 🟥 Alleanza Verdi e Sinistra (#AVS|G/EFA|LEFT): 6,18% 🟩 Valle d'Aosta Aperta (#VdAA; include #M5S|LEFT e #PRC|LEFT): 5,56% 🟦 Valle d'Aosta Futura (#VdAF): 4,62% @TuttoElezioni

Tutto Elezioni

@tuttoelezioni · Post #1272 · 09/29/2025, 01:18 PM

#Italia🇮🇹 #Regionali #ValledAosta Risultati preliminari. Voti scrutinati: 38.050/65.011 (58,53%). 🟦 Union Valdôtaine (#UV|G/EFA): 31,55% 🟦 Autonomisti di Centro (#AC): 14,14% 🟦 Fratelli d'Italia (#FdI|ECR): 10,83% 🟦 Forza Italia (#FI|PPE): 10,46% 🟩 Lega (#LSP|PfE): 8,71% 🟧 Partito Democratico (#PD|S&D): 7,99% 🟥 Alleanza Verdi e Sinistra (#AVS|G/EFA|LEFT): 6,17% 🟩 Valle d'Aosta Aperta (#VdAA; include #M5S|LEFT e #PRC|LEFT): 5,53% 🟦 Valle d'Aosta Futura (#VdAF): 4,62% @TuttoElezioni

Tutto Elezioni

@tuttoelezioni · Post #1269 · 09/29/2025, 12:50 PM

#Italia🇮🇹 #Regionali #ValledAosta Risultati preliminari. Voti scrutinati: 35.027/65.011 (53,88%). 🟦 Union Valdôtaine (#UV|G/EFA): 30,90% 🟦 Autonomisti di Centro (#AC): 14,34% 🟦 Fratelli d'Italia (#FdI|ECR): 10,99% 🟦 Forza Italia (#FI|PPE): 10,54% 🟩 Lega (#LSP|PfE): 8,81% 🟧 Partito Democratico (#PD|S&D): 8,01% 🟥 Alleanza Verdi e Sinistra (#AVS|G/EFA|LEFT): 6,09% 🟩 Valle d'Aosta Aperta (#VdAA; include #M5S|LEFT e #PRC|LEFT): 5,62% 🟦 Valle d'Aosta Futura (#VdAF): 4,70% @TuttoElezioni

Tutto Elezioni

@tuttoelezioni · Post #1268 · 09/29/2025, 12:30 PM

#Italia🇮🇹 #Regionali #ValledAosta Risultati preliminari. Voti scrutinati: 31.743/65.011 (48,83%). 🟦 Union Valdôtaine (#UV|G/EFA): 29,99% 🟦 Autonomisti di Centro (#AC): 14,47% 🟦 Fratelli d'Italia (#FdI|ECR): 11,09% 🟦 Forza Italia (#FI|PPE): 10,84% 🟩 Lega (#LSP|PfE): 9,08% 🟧 Partito Democratico (#PD|S&D): 8,18% 🟥 Alleanza Verdi e Sinistra (#AVS|G/EFA|LEFT): 6,05% 🟩 Valle d'Aosta Aperta (#VdAA; include #M5S|LEFT e #PRC|LEFT): 5,68% 🟦 Valle d'Aosta Futura (#VdAF): 4,63% @TuttoElezioni

Tutto Elezioni

@tuttoelezioni · Post #1264 · 09/29/2025, 11:21 AM

#Italia🇮🇹 #Regionali #ValledAosta Risultati preliminari. Voti scrutinati: 22.188/65.011 (34,13%). 🟦 Union Valdôtaine (#UV|G/EFA): 26,93% 🟦 Autonomisti di Centro (#AC): 14,27% 🟦 Forza Italia (#FI|PPE): 12,07% 🟦 Fratelli d'Italia (#FdI|ECR): 11,82% 🟩 Lega (#LSP|PfE): 9,23% 🟧 Partito Democratico (#PD|S&D): 9,01% 🟥 Alleanza Verdi e Sinistra (#AVS|G/EFA|LEFT): 6,09% 🟩 Valle d'Aosta Aperta (#VdAA; include #M5S|LEFT e #PRC|LEFT): 6,08% 🟦 Valle d'Aosta Futura (#VdAF): 4,50% @TuttoElezioni

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