#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
#Update
Claim Your $CRTR Now
If you’re eligible, you can claim your $CRTR right now.
Act fast.
Link : fandora.ai/claim
Sc (BSC) :
0xb150e91Cb40909F47d45115eE9E90667D807464B
#Update
Pacifica Perp War Competition (Original Article)
There's a Perp War competition going on in Pacifica
You can choose one of the two teams to participate, and the winning team will receive a total of 500,000 points. So, Pacifica users, let's definitely register to participate!
- Total prize pool: 500,000 points
- Duration: ~ March 4th
- Teams: Bulls / Bears (choose one)
- Participation eligibility: Anyone
- Scoring method: (Trading volume ranking + PnL ranking) ÷ 2
* Only trading activities from after registration will be recognized, so please register on the Event tab first 🤲
Go directly to Pacifica
#Update
This week, 150 SafePal x Morpho co-branded X1 hardware wallets will be drawn from users who deposited ≥100 USDT
Meanwhile
• Top 50 depositors get the limited-edition wallet directly
• Depositors with ≥1,000 USDT will share $5,000 in $MORPHO
Huge congrats to all the winners!
#Update on BTC/USDT Analysis-
According to the analysis, after falling more than 30% in just one week, BTC has found support precisely at 49,000.
There are five psychological probabilities following this significant drop:
1. BTC could make a V-shaped recovery from this price level.
2. BTC could consolidate for more than 2-3 weeks before breaking out or breaking down.
3. BTC could break down below 49,000 and resume its downtrend.
4. BTC could initially break down, giving a false signal, and then rise.
5. BTC could consolidate for 2-3 weeks, then give a false breakout or breakdown and move in the opposite direction of breakout or breakdown.
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