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LLM Glossary

enstand forcnnotes
CEVALContrastive Evaluation对比评估
CLIPContrastive Language-Image Pre-training对比语言图像预训练
CMMLUCross-Modal Multi-Modal Language Understanding跨模态多模态语言理解
FFNFeed-Forward Network前馈网络
GGMLGPT-Generated Model LanguageGPT生成的模型语言
GGUFGPT-Generated Unified FormatGPT生成的统一格式
GQAGrouped Query Attention分组查询注意力
LaMDALanguage Model for Dialogue Applications对话应用的语言模型2021, by Google
LLaMALarge Language Model Meta AI大型语言模型Meta AI2023, by Meta
LLMLarge Language Model大型语言模型
LoRALow-Rank Adaptation低秩适配
MHAMulti-Head Attention多头注意力
MMLUMulti-Modal Language Understanding多模态语言理解
MQAMulti-Query Attention多查询注意力
PEFTParameter-Efficient Fine-Tuning参数高效微调
pplperplexity困惑度
QKVQuery, Key, Value查询、键、值
RAGRetrieval-Augmented Generation检索增强生成
RLHFReinforcement Learning from Human Feedback来自人类反馈的强化学习
RTNReversible Transformer Network可逆变换网络
SFTSelf-Supervised Fine-Tuning自监督微调
SFTSupervised Fine-Tuning监督微调
TTSText-to-Speech文本到语音
VLMVisual Language Model视觉语言模型
VQAVisual Question Answering视觉问答
  • Georgi Gerganov