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Source channel @githubtrending · Post #15141 · Sep 13

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#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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Coin Sonar

@CoinSonar · Post #244225 · 04/18/2026, 02:50 PM

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#PHB | Volume spike (USDT PAIR) 32 times the average volume 129.92K USDT traded in 15 min └Buying vol: 92.16K USDT 🟢 Boost score: 5/10 24h Vol: 385.73K USDT (Binance) Price: 0.123 (-6.6% in 24h)

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Coin Sonar

@CoinSonar · Post #244006 · 04/18/2026, 06:15 AM

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#PHB | Volume spike (USDT PAIR) 32 times the average volume 128.74K USDT traded in 15 min └Buying vol: 69.89K USDT 🟢 Boost score: 4/10 24h Vol: 385.73K USDT (Binance) Price: 0.117 (-6.6% in 24h)

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Coin Sonar

@CoinSonar · Post #243480 · 04/17/2026, 06:22 AM

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#PHB | Volume spike (USDT PAIR) 32 times the average volume 131.17K USDT traded in 15 min └Buying vol: 92.51K USDT 🟢 Boost score: 6/10 24h Vol: 385.73K USDT (Binance) Price: 0.115 (-6.6% in 24h)

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Pro Analysis

@proanalysistrader · Post #28329 · 12/09/2024, 08:32 AM

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#PHB/USDT analysis : #PHB is currently in an uptrend, consistently trading above the 200-day exponential moving average (EMA). The price has recently approached a key support zone, which is expected to act as a rebound point. This suggests a likely continuation of its bullish momentum, with the potential to challenge previous highs. TF : 2H Entry : $2.286 Target : $2.580 SL : $2.580

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Pro Analysis

@proanalysistrader · Post #28303 · 12/03/2024, 09:41 AM

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#PHB/USDT analysis : #PHB is currently in an uptrend, consistently reaching new highs while trading above the 200-period exponential moving average (EMA). The price has recently rebounded from a key support zone, indicating strong bullish momentum. For a long entry, it is advisable to wait for the price to retest this support zone. TF : 1h Entry : $2.195 Target : $2.440 SL : $2.065

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Pro Analysis

@proanalysistrader · Post #27877 · 08/26/2024, 01:28 PM

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#PHB/USDT analysis : #PHB is currently forming a double top pattern within the resistance zone. It is expected to be rejected from there and continue its bearish momentum to test previous lows. TF : 2H Entry : $1.459 Target : $1.222 SL : $1.613

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Pro Analysis

@proanalysistrader · Post #27688 · 06/21/2024, 02:00 AM

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#PHB/USD analysis - #PHB is on a downtrend, trading below the 200 EMA. Right now, it's having a pullback and has retraced to previous support levels near the 200 EMA. The price is facing resistance near the 200 EMA and seems like it might start going down. Just wait for a small price pullback before considering a short entry. The price is likely to test previous lows soon. TF : 2h Entry : $1.911 Target : $1.584 SL : $2.138

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