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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
Search: #liquidations
@wolfoftrading · Post #5910 · 01/31/2026, 06:58 PM
#Liquidations🩸 🔴$630,000,000 IN LONG POSITIONS HAS BEEN LIQUIDATED IN THE PAST 60 MINUTES. 🔴According to CoinGlass data, In the past 24 hours, 355 972 traders were liquidated, the total liquidations comes in at $1.60 billion. 🔴The largest single liquidation order happened on Hyperliquid - ETH-USD value $13.38M.
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@wolfoftrading · Post #5907 · 01/29/2026, 07:45 PM
#Liquidations🩸 🔴According to CoinGlass data, In the past 24 hours, 235 510 traders were liquidated, the total liquidations comes in at $1.04 billion. 🔴The largest single liquidation order happened on Hyperliquid - BTC-USD value $31.64M. ⚠️ Never invest more than you can afford to lose. ⚠️ High leverage increases risk — not profit. ⚠️ Don’t chase fast money: greed, FOMO, and impatience are your worst enemies. ⚠️ Breaking your own trading rules is the most dangerous mistake.
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@wolfoftrading · Post #5244 · 07/30/2025, 07:28 PM
#Liquidations $200 million liquidated from the cryptocurrency market in the past 1 hour. -Never invest more than what you can afford to lose. - Don't try to make quick money. -High Leverage does not give you more money -The most dangerous mistake is breaking your trading rules. -FOMO, greed, impatience are the greatest trading enemies.
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@michaelvandepoppeanalyst · Post #4373 · 08/03/2024, 08:59 AM
#Liquidations🩸 🔴In the past 24 hours , 92 275 traders were liquidated , the total liquidations comes in at $301.53 million 🔴The largest single liquidation order happened on Huobi - ETH-USD value $5.70M ⚠️ Never invest more than what you can afford to lose. ⚠️ Don't try to make quick money. ⚠️ High Leverage does not give you more money
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@crypto_vip_signals_free · Post #1484 · 12/17/2022, 08:41 AM
#Liquidations In the past 24 hours , 95 031 traders were liquidated , the total liquidations comes in at $236.84 million The largest single liquidation order happened on Binance - ETHUSDT value $5.52M * Never invest more than what you can afford to lose. * Don't try to make quick money. * High Leverage does not give you more money. @Cryptomathh
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@ethereumglobalnews · Post #1919 · 02/06/2026, 07:07 AM
🪙 🚨📉 短短 60 分鐘內爆倉超過 4.24 億美元，市場快速下殺。 BTC 跌破 $61,000，ETH 回落至 $1,770，槓桿部位連鎖清算，引發市場恐慌情緒升溫。 #Ethereum#BTC#Liquidations#Crypto#区块链#以太坊#币圈 ⚡️ 短線資金大幅去槓桿，市場進入高波動區間，關鍵支撐區若失守，可能引發下一波連鎖清算。 👇⭐️👇 🤣留言分享觀點 🥲👇
@ethereumglobalnews · Post #1863 · 01/21/2026, 06:28 AM
🪙🧠Over $713.8M in crypto positions were liquidated in the past 24 hours — longs dominated the wipeout. 📉 24 小時清算數據一覽： • 總清算規模：$713.8M • 多頭清算：$653.5M（佔絕對主導） • 空頭清算：$60.3M • 主戰場集中在 ETH 與 BTC #Ethereum#Liquidations#以太坊#OnChain#加密市场#虚拟货币 ——— 結構解讀關鍵👇🥇資源搜索群🖲️👆 ⚡️ 解读： • 这是典型的 多头过度拥挤后的集中出清 • 杠杆结构明显偏多，回调触发连环踩踏 • 大规模清算完成后，市场短线 抛压显著释放 • 若价格稳住，往往进入 技术性反弹窗口 📌 当 90% 以上清算来自多头，通常意味着 短线风险正在被快速消化。 👇⭐️👇 🤣留言分享觀點 🥲👇
@ethereumglobalnews · Post #1971 · 02/20/2026, 05:58 AM
💡$4.6B in short liquidations if ETH pumps 20%. 若 ETH 下跌 20%，將觸發 約 45.8 億美元多單清算。儘管價格自高點回落約 60%，市場槓桿仍處於高位，多頭部位依舊積極。 #以太币#Liquidations#以太坊 #Derivatives#Crypto#区块链 ——— 👉 高槓桿環境下，波動可能被放大。 下一次 20% 的波動，你認為會往哪個方向？ 👇⭐️👇 🤣留言分享觀點 🥲👇
@thekingfisher_btc · Post #3875 · 02/12/2025, 01:44 PM
Okay, here's an analysis of the ETH liquidation map suitable for Twitter, formatted in Markdown: 🚨#ETH Liquidation Map Analysis 🚨 Here's what the liquidation map tells us about potential price action. 👇 1️⃣Main Liquidation Zones: The BIGGEST liquidation cluster is concentrated AROUND & BELOW the current price (~$2626). Smaller clusters exist further below, around the 2500 to 2600 levels, while Long liquidations reside further above, between 2690 and 2712. 2️⃣Key Price Levels to Watch: * Potential Support (Liquidation Zone): $2500-$2600 acts as strong support and bounce zone. * Danger zone: 2626, current price is the biggest Liquidation cluster * Resistance (Liquidation Zone): $2690 - $2712; push beyond here could trigger more long liquidations. 3️⃣Longs vs. Shorts: The image shows FAR more long liquidations than short liquidations which have already been cleared out. A HUGE cluster of longs is currently sitting under the current price, which can be liquidated. 4️⃣Potential Price Movements: Given the concentration of long liquidations below the current price, a move *DOWN* to trigger those liquidations seems more probable. 📉 Expect volatility around these liquidation zones! 5️⃣Key Takeaways for Traders: * Be cautious of longing: Lots of longs sitting right at the current price could be liquidated. * Anticipate volatility: Large liquidations can fuel price swings. Manage your risk accordingly! * Watch key levels: $2500-$2600 as a potential support/bounce area and $2690-$2712 as potential resistance. Disclaimer: This is just an analysis of liquidation data and not financial advice. Trade responsibly! #Crypto#Trading#Liquidations#ETHanalysis📊
@ethereumglobalnews · Post #1577 · 12/16/2025, 06:32 AM
🪙 ALERT : Over $210M in liquidations were wiped out in just 1 hour 高杠杆仓位被快速清洗，波动显著放大 关键信号： • 杠杆密集区遭集中清算 • 短线流动性快速蒸发 • 市场仍处于 高波动 + 低容错 阶段 #杠杆清仓#Liquidations #Markets#Volatility#以太坊 ——— 📊 对 ETH 而言,这类清算往往是 结构性重定价 的一部分，而非趋势终结。 👇Tip👇讚 或點擊上方🖲️進行搜索
@ethereumglobalnews · Post #1855 · 01/20/2026, 07:28 AM
🪙📉 Liquidations 短短 4 小時內，加密市場爆倉超 $1.91 億： • 槓桿頭寸被快速清洗 • 多頭遭遇新一輪擠壓 • 主要清算集中在 BTC 與 ETH • 小幣種波動率明顯放大 #Ethereum#Markets#投资心法 #Liquidations#爆仓警报#比特币 👇⭐️👇 🤣 更多資源搜索點 🖲️👆
@ethereumglobalnews · Post #1557 · 12/13/2025, 07:50 AM
⚠️ 高杠杆仓位被快速挤出，短线波动显著放大。典型的**流动性清洗（Leverage Flush）**阶段，需关注后续是否出现 反抽修复 或 二次踩踏。 #Liquidations#Derivatives #Markets#Crypto#Insight🚨 ALERT: $185M Liquidated in 1 Hour. 📉 强制平仓集中释放，ETH（约 $89.45M）与 BTC（约 $48.09M） 成为主要清算来源。 #ETH#BTC#流向观察 #以太坊#比特币#虚拟货币 ——— 👇Tips👇Likes 🖲️Search👆