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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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Pro Analysis

@proanalysistrader · Post #28408 · 01/21/2025, 02:58 PM

#FIRO/USDT analysis : #FIRO is in an uptrend, trading above the 200 EMA. The price has retraced and tested the support zone. It is currently bouncing back from this zone, with expectations to resume bullish momentum and test the previous swing high. TF : 1D Entry : $1.850 Target : $2.840 SL : $1.367

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American Crypto©

@americancryptotrading · Post #27102 · 12/30/2024, 03:08 PM

🇺🇸#FIRO/USDT is trading above the fallingwedge formation on the weekly timeframe🔥 Pump is expected🚀 American Crypto©

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Coinlegs Cryptocurrency Signals

@coinlegs · Post #9696 · 01/09/2024, 06:21 AM

🐬DOLPHIN | AI PREDICTIONS 09.01.2024 06:00 GMT Expected 5% Profit/Loss in 24 Hours #NFP | 0.58321 | PP: 92% | LP: 9% #FIRO | 1.585 | PP: 90% | LP: 0% #GFT | 0.02027 | PP: 87% | LP: 100% #JTO | 1.7112 | PP: 86% | LP: 100% #NTRN | 1.5177 | PP: 78% | LP: 100% #ORDI | 74.726 | PP: 77% | LP: 100% #TIA | 15.578 | PP: 77% | LP: 100% #VANRY | 0.05837 | PP: 74% | LP: 96% #IQ | 0.00531 | PP: 66% | LP: 100% #MEME | 0.023135 | PP: 64% | LP: 90% #ACE | 8.2438 | PP: 28% | LP: 91% #ARK | 0.7136 | PP: 23% | LP: 91% ——————————————————————— Total Predictions: 366 PP > 50%: 328 LP > 50%: 18 PP > 60%: 202 LP > 60%: 17 PP > 70%: 54 LP > 70%: 16 PP > 80%: 36 LP > 80%: 16 PP > 90%: 1 LP > 90%: 9 ——————————————————————— PP: Profit Probability | LP: Loss Probability