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Source channel @githubtrending · Post #14909 · Jul 3

#other#agent#llm#rag Happy-LLM is a free, open-source learning project that helps you deeply understand large language models (LLMs) from basics to advanced training and applications. It teaches you key concepts like NLP, Transformer architecture, pretraining, and how to build and train your own LLaMA2 model step-by-step. You also learn practical skills like fine-tuning and using cutting-edge techniques such as Retrieval-Augmented Generation (RAG) and intelligent agents. This project is ideal if you know some Python and deep learning, and it offers both theory and hands-on code to help you master LLM development and apply it in real-world AI tasks. This can boost your skills and confidence in AI model building and research. https://github.com/datawhalechina/happy-llm

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Crypto M - Crypto News

@CryptoM · Post #65345 · 04/13/2026, 01:44 AM

🚀 Ethereum Layer 2 Network Scroll Faces Overcharging Issue Ethereum Layer 2 network Scroll has reportedly overcharged users by more than $50,000 in transaction fees over approximately four days. According to ChainCatcher, this occurred after the Scroll team manually increased two rate multipliers in their gas price oracle six times within six days, each time raising them by 2 to 10 times. This adjustment cumulatively increased the L1 data cost parameter to 1,280 times its original benchmark. Approximately 139,000 transactions were affected, with the total cost originally estimated at around $280, but users were charged over $50,000. The majority of these transactions were automated by bots. L2BEAT clarified that the overcharging was not due to a sequencer issue but resulted from multiplier adjustments executed through a multi-signature wallet by the team. This incident has raised questions about whether Scroll previously subsidized users with below-cost rates to maintain activity. Data from DeFiLlama indicates that Scroll's total value locked (TVL) currently stands at $24 million, a significant decline of 96% from its peak of $585 million in October 2024. As of the time of reporting, Scroll has not publicly responded to the issue. #Ethereum#Layer2#Scroll#Overcharging#GasFees#Blockchain#DeFi#TVL#CryptoNews#TransactionFees#ETH#SCR