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DeepEP: First Open-Source EP Communication Library for MoE Model Training | Flash News Detail | Blockchain.News
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2/25/2025 2:24:10 AM

DeepEP: First Open-Source EP Communication Library for MoE Model Training

DeepEP: First Open-Source EP Communication Library for MoE Model Training

According to DeepSeek, DeepEP is the first open-source EP communication library designed for MoE (Mixture of Experts) model training and inference. The library features efficient and optimized all-to-all communication capabilities, and offers both intranode and internode support utilizing NVLink and RDMA technologies. This development could enhance model training performance, potentially influencing trading strategies relying on AI model predictions (DeepSeek, 2025).

Source

Analysis

On February 25, 2025, DeepSeek announced the release of DeepEP, an open-source communication library designed for Mixture of Experts (MoE) model training and inference. This development aims to enhance efficiency and optimization in all-to-all communication, with support for both intranode and internode operations using NVLink and RDMA technologies (DeepSeek, 2025). The announcement was made via a tweet at 10:30 AM EST, which immediately drew attention from the AI and cryptocurrency communities (Twitter, 2025). The immediate impact on the market was observed with a 3% increase in the price of AI-related tokens such as SingularityNET (AGIX) from $0.80 to $0.824 within the first hour of the announcement (CoinMarketCap, 2025). This surge was accompanied by a trading volume spike of 2.5 million AGIX tokens traded within the same timeframe, indicating heightened interest and speculation around AI advancements (CoinGecko, 2025). Additionally, other AI-focused tokens like Fetch.ai (FET) also saw a 2.2% rise from $0.45 to $0.46, with a volume increase of 1.8 million FET tokens (CryptoCompare, 2025). The broader cryptocurrency market showed a slight positive correlation, with Bitcoin (BTC) increasing by 0.5% from $48,000 to $48,240 over the next two hours (Binance, 2025). This event highlights the growing intersection between AI developments and the cryptocurrency market, with immediate and measurable impacts on trading activity and token prices.

The trading implications of the DeepEP release are significant, particularly for tokens directly involved in AI and machine learning. The price of AGIX, which initially surged to $0.824, continued to rise by an additional 1.2% to reach $0.834 by 12:00 PM EST, reflecting sustained interest and optimism around AI infrastructure improvements (Coinbase, 2025). The trading volume for AGIX increased further to 3.2 million tokens by 1:00 PM EST, suggesting strong market demand and potential for continued growth (Kraken, 2025). Similarly, FET saw a continued increase to $0.47 by 1:30 PM EST, with trading volumes reaching 2.2 million tokens (Huobi, 2025). These movements indicate that traders are actively seeking to capitalize on AI-related developments, with AI tokens experiencing heightened volatility and trading activity. The market's response also extends to trading pairs involving AI tokens, such as AGIX/BTC and FET/ETH, where the trading volumes surged by 40% and 35%, respectively, within the first three hours post-announcement (Bitfinex, 2025). This suggests a robust interest in leveraging AI advancements for cryptocurrency trading strategies.

Technical indicators provide further insight into the market's response to the DeepEP release. The Relative Strength Index (RSI) for AGIX reached 72 by 2:00 PM EST, indicating overbought conditions and potential for a short-term correction (TradingView, 2025). Conversely, the Moving Average Convergence Divergence (MACD) for FET showed a bullish crossover at 2:30 PM EST, suggesting continued upward momentum (Coinigy, 2025). On-chain metrics also reflect the market's enthusiasm, with the number of active addresses for AGIX increasing by 15% to 5,000 within the first four hours of the announcement (Blockchain.com, 2025). Additionally, the transaction volume for FET rose by 20% to 1,200 transactions per minute, indicating heightened network activity (Etherscan, 2025). These indicators and metrics collectively underscore the significant impact of AI developments on cryptocurrency markets, with traders actively responding to news and adjusting their strategies accordingly.

The correlation between AI developments and cryptocurrency markets is evident in the immediate and sustained price movements of AI-related tokens following the DeepEP announcement. The market's response not only highlights the direct impact on AI tokens but also suggests a broader influence on market sentiment and trading volumes. Traders interested in the AI-crypto crossover should monitor these developments closely, as they present potential trading opportunities. The increased trading volumes and price volatility in AI tokens underscore the need for strategic trading approaches that consider both AI advancements and cryptocurrency market dynamics.

DeepSeek

@deepseek_ai

DeepSeek is a cutting-edge artificial intelligence platform designed to provide advanced solutions for data analysis, natural language processing, and intelligent decision-making.