AI 專有名詞縮詞
語言模型相關 (Language Models)
- LLM: Large Language Model (大型語言模型)
- LMM: Large Multimodal Model (大型多模態模型)
- MLM: Medium Language Model (中型語言模型)
- SLM: Small Language Model (小型語言模型)
- LRM: Large Reasoning Model (大型推理模型)
檢索增強相關 (Retrieval-Augmented)
- RAG: Retrieval Augmented Generation (檢索增強生成)
- RAT: Retrieval Augmented Thinking (檢索增強思維)
模型架構相關 (Model Architectures)
- MoE: Mixture of Experts (專家混合模型)
- GNN: Graph Neural Network (圖神經網路)
- CNN: Convolutional Neural Network (卷積神經網路)
- RNN: Recurrent Neural Network (循環神經網路)
- LSTM: Long Short-Term Memory (長短期記憶網路)
- GRU: Gated Recurrent Unit (門控循環單元)
訓練與學習技術相關 (Training Techniques)
- RLHF: Reinforcement Learning with Human Feedback (帶人類回饋的強化學習)
- SL: Supervised Learning (監督學習)
- UL: Unsupervised Learning (非監督學習)
- SSL: Self-Supervised Learning (自監督學習)
- FT: Fine-Tuning (微調)
數據與處理相關 (Data and Processing)
- ETL: Extract, Transform, Load (提取、轉換、載入)
- NLP: Natural Language Processing (自然語言處理)
- CV: Computer Vision (電腦視覺)
- OCR: Optical Character Recognition (光學字元辨識)
- NER: Named Entity Recognition (命名實體辨識)
機器學習基礎 (General Machine Learning)
- ML: Machine Learning (機器學習)
- DL: Deep Learning (深度學習)
- AI: Artificial Intelligence (人工智慧)
- AGI: Artificial General Intelligence (通用人工智慧)
- ASI: Artificial Superintelligence (超人工智慧)
儲存與計算相關 (Storage and Computation)
- TF: TensorFlow (Google 的深度學習框架)
- PyTorch: (Meta 的深度學習框架)
- TPU: Tensor Processing Unit (張量處理單元)
- GPU: Graphics Processing Unit (圖形處理單元)