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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 #65257 · 04/12/2026, 11:28 AM

🚀 STOCKS | Citic Securities Predicts A-Share Market Recovery Amid Improved Conditions On April 12, Jin10 reported that Citic Securities released a research note indicating a recovery trend in the A-share market this week. According to Jin10, this improvement is attributed to enhanced market risk appetite, liquidity, and fundamentals. Looking ahead, while the pace of growth may slow, the market is expected to continue its upward trajectory in the short term, with medium-term risks posed by sustained high oil prices. April is anticipated to see a return to fundamentals, with a focus on first-quarter reports and identifying promising industries. Industry allocation should center on sectors with high first-quarter prosperity, marginal fundamental improvements, and those benefiting from policy, low allocation levels, and seasonal demand. Key sectors to watch include resources (gold, energy metals, aluminum, minor metals), AI (optical communication, fiberglass, gas turbines), lithium batteries (battery and lithium materials), oil transportation, chemical raw materials, brokerage firms, coal, general equipment, infrastructure construction, and service consumption. #STOCKS#Ashare#MarketRecovery#CiticSecurities#Liquidity#RiskAppetite#Fundamentals#OilPrices#IndustryAllocation#Resources#Gold#EnergyMetals#Aluminum#MinorMetals#AI#OpticalCommunication#Fiberglass#GasTurbines#LithiumBatteries#BatteryMaterials#LithiumMaterials#OilTransportation#ChemicalRawMaterials#Brokerage#Coal#GeneralEquipment#InfrastructureConstruction#ServiceConsumption