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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 #28509 · 03/02/2025, 04:21 AM

#ERN/USDT analysis : #ERN is currently in an uptrend, trading above the 200 Exponential Moving Average (EMA). The price has recently bounced back and broken out above the trendline, suggesting a potential continuation of the uptrend. The price is anticipated to move upside and test the swing high level. TF : 30min Entry : $1.704 Target : $1.992 SL : $1.620

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Pro Analysis

@proanalysistrader · Post #28398 · 01/18/2025, 06:12 PM

#ERN/USDT analysis : #ERN is currently in a bearish trend, characterized by a series of lower lows (LLs) and lower highs (LHs) while adhering to the trendline. The price is anticipated to continue this direction, testing lower levels in the near future. TF : 1D Entry : $2.230 Target : $1.610 SL : $2.608

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Pro Analysis

@proanalysistrader · Post #27973 · 09/29/2024, 04:30 PM

#ERN/USDT analysis : #ERN has broken out above the 200 EMA and is currently consolidating above it. The price is expected to sustain its bullish momentum and is likely to continue its upward trajectory. TF : 4h Entry : $2.277 Target : $2.554 SL : $2.088

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Coinlegs Cryptocurrency Signals

@coinlegs · Post #10123 · 03/21/2024, 10:15 AM

🐬DOLPHIN | AI PREDICTIONS 21.03.2024 10:00 GMT Expected 5% Profit/Loss in 24 Hours #POLYX | 0.4088 | PP: 50% | LP: 94% #PHA | 0.329 | PP: 50% | LP: 95% #ERN | 7.537 | PP: 50% | LP: 96% #LTO | 0.1761 | PP: 50% | LP: 97% #FTM | 1.0574 | PP: 46% | LP: 91% #REI | 0.10968 | PP: 46% | LP: 93% #OM | 0.64366 | PP: 45% | LP: 96% #SSV | 56.36 | PP: 44% | LP: 92% #CFX | 0.434 | PP: 44% | LP: 98% #STX | 3.3721 | PP: 43% | LP: 96% #PAXG | 2183 | PP: 43% | LP: 97% #CYBER | 13.737 | PP: 43% | LP: 98% #FLOKI | 0.00024944 | PP: 42% | LP: 99% #RSR | 0.006467 | PP: 41% | LP: 98% #DUSK | 0.4065 | PP: 40% | LP: 98% #FET | 2.6868 | PP: 40% | LP: 98% #BNB | 559.5 | PP: 40% | LP: 99% #DEXE | 10.712 | PP: 39% | LP: 97% #TRU | 0.09719 | PP: 39% | LP: 97% #OCEAN | 1.2 | PP: 39% | LP: 98% #SOL | 187.61 | PP: 39% | LP: 99% #IQ | 0.014558 | PP: 38% | LP: 95% #MKR | 3058 | PP: 38% | LP: 99% #PEPE | 0.00000823 | PP: 38% | LP: 99% #OOKI | 0.003513 | PP: 36% | LP: 99% #HIFI | 1.0967 | PP: 35% | LP: 97% #APT | 15.292 | PP: 35% | LP: 99% #CLV | 0.12307 | PP: 35% | LP: 99% #UTK | 0.13 | PP: 34% | LP: 96% #AMP | 0.010762 | PP: 34% | LP: 99% #DEGO | 3.603 | PP: 33% | LP: 99% #FORTH | 6.283 | PP: 33% | LP: 99% #NULS | 0.4503 | PP: 33% | LP: 99% #TKO | 0.6404 | PP: 33% | LP: 99% #FIS | 0.7002 | PP: 33% | LP: 100% #SANTOS | 7.64 | PP: 32% | LP: 94% #WBTC | 66789.15 | PP: 32% | LP: 99% #JASMY | 0.020469 | PP: 31% | LP: 98% #BCH | 432.2 | PP: 31% | LP: 99% #BTC | 66843.96 | PP: 31% | LP: 100% #SUN | 0.015141 | PP: 30% | LP: 94% #CKB | 0.020456 | PP: 30% | LP: 99% #RAY | 2.2809 | PP: 30% | LP: 99% #POND | 0.03243 | PP: 29% | LP: 90% #CREAM | 23.08 | PP: 29% | LP: 99% #FOR | 0.03258 | PP: 29% | LP: 99% #NEXO | 1.359 | PP: 29% | LP: 99% #UFT | 0.638 | PP: 29% | LP: 99% #FLUX | 1.4129 | PP: 29% | LP: 100% #ACA | 0.1858 | PP: 28% | LP: 99% ... ——————————————————————— Total Predictions: 371 PP > 50%: 4 LP > 50%: 365 PP > 60%: 0 LP > 60%: 362 PP > 70%: 0 LP > 70%: 347 PP > 80%: 0 LP > 80%: 331 PP > 90%: 0 LP > 90%: 316 ——————————————————————— PP: Profit Probability | LP: Loss Probability