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Assembling the Meshnology N39 Ultimate Heltec V4 Kit Step-by-Step #heltecv4 #meshtastic
Assembling the Meshnology N39 Ultimate Heltec V4 Kit Step-by-Step. Build the most powerful LoRa mesh node in 2025 – Heltec WiFi LoRa 32 V4 for best 915MHz/868MHz performance, built-in WiFi/BLE, GPS, high-gain antenna, OLED display, and that gorgeous Meshnology N39 case. In this Meshtastic tutorial I show you the steps: Attach LoRa antenna ...
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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.
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