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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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@perspectiveix · Post #1155 · 03/17/2018, 08:30 PM
World's #first mobile phone: DynaTAC 8000X Available: March 13, 1984 Weight: 2.4 lbs (1.1 kg) Talk Time: 30 min Charge Time: 10 hours Cost: $3,999 🚀@PerspectiveIX 🌀 http://prs.pctvix.co/TelegramIX
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@official_crunchyroll_channel0 · Post #358 · 12/31/2025, 08:18 AM
☄️ Tokyo Ghoul [S01] ╔═════════════════╗ ╠ Episode 01 Added 🆕 ║ ╠ Download In Hindi | 💭 ╚═════════════════╝ #first on telegram
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@official_crunchyroll_channel0 · Post #352 · 12/28/2025, 01:26 PM
☄️ Your Lie in April [S01] ╔═════════════════╗ ╠ Episode 01,22 Added 🆕 ║ ╠ Download In Hindi | 💭 ╚═════════════════╝ #first on telegram
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@official_crunchyroll_channel0 · Post #1025 · 03/22/2026, 11:42 AM
😭 Dr. Stone season 3 ┏━━━━━━━━━━━━━━━━━━━━━ ‣✨ Audio: Hindi #Official ‣⭐️ Score: 78 Anilist ‣⭐️ Season: 3 ‣⏳ Status: Complete ‣🎭 Genre: Comdey, sci-fi,Action ┗━━━━━━━━━━━━━━━━━━ ━━━ #first on telegram
@official_crunchyroll_channel0 · Post #233 · 07/11/2025, 04:13 PM
❖ The 8th Son? Are You Kidding Me? ┏────────────────────⍟ │🆎 Type - Tv [Series] │📼 Season - 1 │🔢 Episode - 12 │🔊 Audio - Hindi #official │👀 Quality - 480p, 720p, 1080p │🌟 Rating - 6.5/10 [IMDb │🎭 Genres - Action, Fantasy ┗────────────────────⍟ ◥ Powered By: @Official_Crunchyroll_channel0 ╔═══════════════════╗ 📥Click here to Download📥 ╚═══════════════════╝ #first on telegram #first on crunchyroll
@official_crunchyroll_channel0 · Post #232 · 07/11/2025, 07:18 AM
❖ Orange ┏────────────────────⍟ │🆎 Type - Tv [Series] │📼 Season - 1 │🔢 Episode - 13 │🔊 Audio - Hindi #Official │👀 Quality - 480p, 720p, 1080p │🌟 Rating - 7.6/10 [IMDb │🎭 Genres - Drama, Romance, Sci-Fi ┗────────────────────⍟ ◥ Powered By: @Official_Crunchyroll_channel0 ╔═══════════════════╗ 📥Click here to Download📥 ╚═══════════════════╝ #first on telegram #first on crunchyroll
@official_crunchyroll_channel0 · Post #204 · 06/20/2025, 11:21 AM
⛩ Vermeil in gold ✅ Sᴇᴀsᴏɴs - 1 ✅ Eᴘɪsᴏᴅᴇs - 24 🎧 Aᴜᴅɪᴏ - Hɪɴᴅɪ #Official 📀 ǫᴜᴀʟɪᴛʏ - 720p 💯 Sᴄᴏʀᴇ - 7.3 🎭 Gᴇɴʀᴇs - Romance, Ecchi, Comedy ‣ Powered By: @official_crunchyroll_channel0 📡𝙈𝙖𝙞𝙣 𝘾𝙝𝙖𝙣𝙣𝙚𝙡👇 :- @@Official_Crunchyroll_channel0 #first on telegram
@official_crunchyroll_channel0 · Post #203 · 06/20/2025, 04:45 AM
𝗦𝘂𝗽𝗲𝗿 𝗖𝘂𝗯𝗲 ‣ Status : Ongoing ‣ Genres : Action, Adventure, Fantasy ‣ Audio : Hindi | #official ‣ Average Rating : 7.1 ‣ Runtime : 23 minutes ‣ Season : 01 ‣ No of episodes : 12 ‣ Quality : 480p, 720p, 1080p ➥ Provide By: @Official_Crunchyroll_channel0 ━━━━━━━━━━━━━━━━━━ 📥𝐖𝐀𝐓𝐂𝐇 𝐀𝐍𝐃 𝐃𝐎𝐖𝐍𝐋𝐎𝐀𝐃📥 ━━━━━━━━━━━━━━━━━━ #first on telegram
@official_crunchyroll_channel0 · Post #199 · 06/19/2025, 02:55 PM
Movie - Deva (2025) Audio - hindi #official Quality - 480p Donload link - https://inshorturl.com/Devamovie-hindi #first on telegram
@official_crunchyroll_channel0 · Post #195 · 06/18/2025, 11:52 AM
‣ Noragami: Stray God ╭─────────────────── ──── •Season : 01 • Episode : 14 •Language :- Hindi #official • Duration : 24+ Minute/episode • Genre :Animation,Romance,Action Comedy,Fantasy, • Quality :480p,720p,1080p ‣ Powered By: @Official_Crunchyroll_channel0 ╰─────────────────────── #first on telegram ━━━━━━━━━━━━━━━━━━ 📥𝐖𝐀𝐓𝐂𝐇 𝐀𝐍𝐃 𝐃𝐎𝐖𝐍𝐋𝐎𝐀𝐃📥 ━━━━━━━━━━━━━━━━━━
@official_crunchyroll_channel0 · Post #194 · 06/18/2025, 11:33 AM
Title'- The Seven Deadly Sins (Season 1) • Episodes: 24 • Audio track: Hindi #official • Quality: 720p • Duration: 24 Per Ep. ‣ Powered By: @Official_Crunchyroll_channel0 📡𝙈𝙖𝙞𝙣 𝘾𝙝𝙖𝙣𝙣𝙚𝙡👇 :- @Official_Crunchyroll_channel0 #first on telegram in official ━━━━━━━━━━━━━━━━━━ 📥𝐖𝐀𝐓𝐂𝐇 𝐀𝐍𝐃 𝐃𝐎𝐖𝐍𝐋𝐎𝐀𝐃📥 ━━━━━━━━━━━━━━━━━━
@official_crunchyroll_channel0 · Post #171 · 06/17/2025, 11:10 AM
Title : Another ╭───── ────────────── ├ 🗂 Episode - 12 ├ 🔊Audio - Hindi #Official ├ 🎼Quality - 480p ╰────────────────── ⬡ Pᴏᴡᴇʀᴇᴅ Bʏ: @Official_Crunchyroll_channel0 ━━━━━━━━━━━━━━━━━━ 📥𝐖𝐀𝐓𝐂𝐇 𝐀𝐍𝐃 𝐃𝐎𝐖𝐍𝐋𝐎𝐀𝐃📥 ━━━━━━━━━━━━━━━━━━ #first on telegram