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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 News & Web3 Events | TON Ecosystem

@tonevents_en · Post #1702 · 07/28/2025, 07:47 AM

⚡️Storm Trade and 🏳️FIVA: fixed income on yourSLP A simplified mode for working with FIVA and Storm $SLP has appeared. Now you can invest USDT or TON and receive a fixed rate without delving into the technical details of the protocol. How to start? 1. Open the simplified mode 2. Deposit $USDT or $TON. 3. In the list of income sources, select ⚡️Storm Trade. 4. Confirm the operation. FIVA will automatically convert the deposit into $SLP tokens and lock in the fixed coupon. How income is generated: ✅ Lending platforms: borrowers pay interest. ✅ Trading venues: traders pay fees for transactions. ✅ TON staking: validators receive rewards for securing the network. ✅ Algorithmic strategies: services like Torch or Ethena generate income from market imbalances. ✅FIVA aggregates these streams and distributes them among depositors. All fund movements can be tracked on the TON blockchain. 👍Advantages: ⚫️ The fixed rate is locked in when funds are deposited — convenient for income planning. ⚫️ Telegram interface: no separate wallets or browser extensions required. ⚫️ Automatic diversification: funds are distributed among verified protocol platforms. ⚫️ On-chain transparency: transactions are available for verification at any time. You can learn more about working with fixed income in theFIVA documentation. If you need predictable income on USDT or TON in the TON ecosystem, the simplified FIVA mode with the choice of Storm Trade can be one of the options. #StormTrade#FIVA#DeFi#Web3#CryptoNews#TradeCrypto