awesome-deep-learning-resource

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awesome-deep-learning-resource

项目概述

个人总结的大模型LLM、自然语言处理NLP、计算机视觉CV、多模态等方向paper的阅读笔记
收集到或者使用到的一些LLM、NLP、CV等领域的优秀开源仓库
其他：如数据集、评测leaderboard等

大模型相关内容
- 开源大模型、微调、反馈学习、领域大模型、llm数据集等
- 大模型训练框架、长上下文扩展
模型加速
- 大模型llm加速：llm训练加速、llm推理框架
- 模型加速、模型并发推理工具
量化
- 大模型llm量化：训练后量化、量化感知训练
- 量化
参数有效性微调
多模态
上下文学习（In-context learning）
Prompt学习
其它
- 其它内容汇总
- paper写作、paper工具
- leecode、编程语言、各种工具

Name		Name	Last commit message	Last commit date
Latest commit History 342 Commits
Computer-vision		Computer-vision
Dialogue-system		Dialogue-system
Document-understanding		Document-understanding
Information-extraction		Information-extraction
KG		KG
Large-language-model		Large-language-model
Model-acceleration		Model-acceleration
NER		NER
PEFT		PEFT
Programming-language		Programming-language
Quantization		Quantization
Recommendation-system		Recommendation-system
Sentiment-analysis		Sentiment-analysis
Some-NLP-Task		Some-NLP-Task
Text-retrieval		Text-retrieval
assets		assets
awesome-DL-blog		awesome-DL-blog
.gitignore		.gitignore
Active-learning.md		Active-learning.md
Automated-machine-learning.md		Automated-machine-learning.md
Base-neural-network.md		Base-neural-network.md
Cluster.md		Cluster.md
Contrastive-learning.md		Contrastive-learning.md
Data-augmentation.md		Data-augmentation.md
Datasets.md		Datasets.md
Few-shot-learning.md		Few-shot-learning.md
In-context-learning.md		In-context-learning.md
Low-rank-decomposition.md		Low-rank-decomposition.md
Machine-learning.md		Machine-learning.md
Multi-task-learning.md		Multi-task-learning.md
MultiModal-learning.md		MultiModal-learning.md
Other.md		Other.md
Paper-writing.md		Paper-writing.md
Pretrained-language-model.md		Pretrained-language-model.md
Prompt-learning.md		Prompt-learning.md
README.md		README.md
Reinforce-learning.md		Reinforce-learning.md
Retrieval-augmented-generation.md		Retrieval-augmented-generation.md
Seq2seq.md		Seq2seq.md
TTS-And-STT.md		TTS-And-STT.md
Table-understanding.md		Table-understanding.md
Time-series-predition.md		Time-series-predition.md
Transformer.md		Transformer.md
template.md		template.md

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