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60分钟速通LORA训练!绝对是你看过最好懂的AI绘画模型训练教程!StableDiffusion超详细训练原理讲解+实操教学,LORA参数详解与训练集处理技巧
bilibiliNenly同学
60分钟速通LORA训练!绝对是你看过最好懂的AI绘画模型训练教程!StableDiffusion超详细训练原理讲解+实操教学,LORA参数详解与训练集处理技巧
60分钟速通LORA训练!绝对是你看过最好懂的AI绘画模型训练教程!StableDiffusion超详细训练原理讲解+实操教学,LORA ...
803.4K viewsJan 9, 2024
Shorts
ComfyUI Tutorial Series Ep17 Flux LoRA Explained! Best Settings & New UI
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Top videos
What is LoRA? Low-Rank Adaptation for finetuning LLMs EXPLAINED
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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
9:22
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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#LoraLife
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#LoraLife
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162.7K views3 weeks ago
What is LoRA? Low-Rank Adaptation for finetuning LLMs EXPLAINED
8:22
What is LoRA? Low-Rank Adaptation for finetuning LLMs EX…
89.2K viewsSep 18, 2023
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What is Low-Rank Adaptation (LoRA) | explained by the inventor
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What is Low-Rank Adaptation (LoRA) | explained by the inventor
87.5K viewsJan 9, 2024
YouTubeEdward Hu
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LoRA explained (and a bit about precision and quantization)
115.6K viewsAug 26, 2023
YouTubeDeepFindr
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YouTubepixaroma
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YouTubeSemtech Corporation
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【Let's Try!】How to Use LoRA & Easy Creation Method (kohya's GUI)
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YouTubeInIchiGaSan 【AI x 3DCG x Movie Lab】
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YouTubearchcookie-建筑曲奇
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