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Source channel @githubtrending · Post #14845 · Jun 20

#jupyter_notebook#ai#artificial_intelligence#chatgpt#deep_learning#from_scratch#gpt#language_model#large_language_models#llm#machine_learning#python#pytorch#transformer You can learn how to build your own large language model (LLM) like GPT from scratch with clear, step-by-step guidance, including coding, training, and fine-tuning, all explained with examples and diagrams. This approach mirrors how big models like ChatGPT are made but is designed to run on a regular laptop without special hardware. You also get access to code for loading pretrained models and fine-tuning them for tasks like text classification or instruction following. This helps you deeply understand how LLMs work inside and lets you create your own functional AI assistant, gaining practical skills in AI development[1][2][3][4]. https://github.com/rasbt/LLMs-from-scratch

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Crypto M - Crypto News

@CryptoM · Post #64598 · 04/09/2026, 09:55 AM

🚀 STOCKS | BlackRock CIO Warns of Potential Downgrade in Stock Earnings Due to Middle East Conflict Helen Jewell, BlackRock's International Chief Investment Officer for Fundamental Equities, has indicated that the ongoing Middle East conflict could necessitate a reduction in stock earnings expectations. According to Jin10, Jewell noted that current earnings forecasts for this year remain high, ranging from 15% to 18%, suggesting significant room for downward adjustments. She expressed skepticism about the stability of earnings predictions in the consumer sector, particularly given the impact of interest rates and inflation stemming from the Middle East situation. Preliminary signs indicate potential changes in earnings expectations. After weeks of analysts raising forecasts, Citigroup's U.S. Earnings Momentum Index turned negative last Friday, with downgrades outnumbering upgrades by the largest margin in nearly a year. Despite this, analysts' predictions remain optimistic amid high uncertainty and rising price pressures. Compiled data shows that the market generally expects the S&P 500's earnings per share to grow by 16% this year, marking the strongest performance since 2021. The first-quarter earnings season is set to officially begin next week. Jewell highlighted that the potential for earnings growth in energy and materials stocks is offset by the downside risks in industries such as aviation, suggesting that overall earnings will remain relatively stable. #stocks#BlackRock#MiddleEastConflict#earningsforecast#consumersector#interestrates#inflation#Citigroup#USearnings#S&P500 #energy#materials#aviation#investment