#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
#CHESS/USDT analysis :
#CHESS is currently in an uptrend, consistently making higher highs (HHs) and higher lows (HLs), while finding support along the trendline. A breakout above the counter-trendline is anticipated, which will lead to a test of previous highs.
TF : 1D
Entry : $0.1945
Target : $0.2730
SL : $0.1586
#CHESS/USDT analysis :
#CHESS is currently going through a correction phase and retracing back to the 200 EMA before continuing its bearish move. The price is bouncing back from the support line and is expected to test the 200 EMA.
TF : 1h
Entry : $0.1358
Target : $0.1419
SL : $0.1315
#CHESS (Binance Futures and Spot)
✅Sub $10 million market cap coin
✅Fully bottomed
✅Loking exactly like MYX at $1, before making a 1800% move to $18
CHESS is an easy 10x move, grabbing a big bag here below $0.05
#CHESS (Binance Futures and Spot)
✅Sub $10 million market cap coin
✅Fully bottomed
✅Loking exactly like MYX at $1, before making a 1800% move to $18
CHESS is an easy 10x move, grabbing a big bag here below $0.05
LONGING $CHESS HERE
Exchanges: Binance (Spot and Futures)
#CHESS is not only a gem, it’s what we call a once in a lifetime trade. Fully bottomed, momentum stronger than anything we’ve seen, and an easy short term target at $0.25 - $0.5. Buy it below $0.045 while you can
Entry: Below 0.045
Targets: 0.047 - 0.049 - 0.052 - 0.059 - 0.072 - 0.095 - 0.120 - 0.142 - 0.231 - OPEN
SL: Below 0.034