Lora tutorial | Getting started with lora | What is LoRa features | LoRa introduction | LoRaWAN
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Lora tutorial | Getting started with lora | What is LoRa features | LoRa introduction | LoRaWAN
Best/max range Helium/LoRa products: https://rakwireless.kckb.st/d4a7dc7a Looking for helium/LoRa consultancy/expertise? Drop us an e-mail at akarshagarwal98@gmail.com LoRa module(SPI) from DFRobot: [915Mhz] https://www.dfrobot.com/product-1665.html LoRa module(UART) from Reyax: [868Mhz] https://www.ebay.com/itm/REYAX-RYLR896-Lora-module-SX1276 ...
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1. LoRA là low-ranking-adaptation. Là một kĩ thuật trong finetuning AI model. 2. LoRA là kĩ thuật phổ biến nhất hiện nay trong các phương pháp tối ưu tham số (peft) của finetuning. 3. Điểm mạnh : - Không tinh chỉnh base model. - Rất nhẹ, chi phí tối ưu để huấn luyện. - Linh hoạt, dễ tháo lắp như dạng module. Ví dụ: Llama (13B) với 16 bits - cần 26 GB memory cho model’s weight. Khi áp dụng LoRA, thay vì train với 13B tham số - ta chỉ train với khoảng 3 triệu. Do số lượng tham số cần train ít hơn
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1. LoRA là low-ranking-adaptation. Là một kĩ thuật trong finetuning AI model. 2. LoRA là kĩ thuật phổ biến nhất hiện nay trong các phương pháp tối ưu tham số (peft) của finetuning. 3. Điểm mạnh : - Không tinh chỉnh base model. - Rất nhẹ, chi phí tối ưu để huấn luyện. - Linh hoạt, dễ tháo lắp như dạng module. Ví dụ: Llama (13B) với 16 bits - cần 26 GB memory cho model’s weight. Khi áp dụng LoRA, thay vì train với 13B tham số - ta chỉ train với khoảng 3 triệu. Do số lượng tham số cần train ít hơn
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