Python 3 Java 2 Go 1

1 Data Processing for LLM 175 4 LLM for Data Management 119 2 Data Storage for LLM 63 3 Data Serving for LLM 34 0 Data Characteristics across LLM Stages 19 Datasets 18 🌤 The IaaS Concept of DATA4LLM 2

4.2 LLM for Data Analysis 62 1.6 Data Distillation and Synthesis 43 1.3 Data Filtering 36 1.1 Data Acquisition 31 4.1 LLM for Data Manipulation 29 4.3 LLM for Data System Optimization 28 1.5 Data Mixing 23 1.2 Data Deduplication 22 3.1 Data Shuffling 18 2.3 Data Organization 18 2.4 Data Movement 12 1.4 Data Selection 11 2.6 KV Cache 10 2.2 Data Distribution 9 1.7 End-to-End Data Processing Pipelines 9 2.1 Data Formats 8 3.2 Data Compression 7 2.5 Data Fault Tolerance 6 3.4 Data Provenance 6 Data for LLM Agents 5 Data for Retrieval-Augmented Generation (RAG) 5 Data for Reinforcement Learning (RL) 3 3.3 Data Packing 3 Data for LLM Evaluation 3 Data for Continual Pre-training 1 Data for Pretraining 1 Data for Supervised Fine-Tuning (SFT) 1

nosql 1 neo4j 1 graphdb 1 graph-database 1 graph 1 database 1 cypher 1 storage 1 s3 1 redis 1 posix 1 object-storage 1 hdfs 1 golang 1 go 1 filesystem 1 distributed-systems 1 cloud-native 1 bigdata 1 ocrlite 1 ocr 1 db 1 crnn 1 chineseocr 1 webdriver 1 selenium 1 rust 1 ruby 1 python 1 javascript 1 java 1 dotnet 1 medicalgpt 1 medical 1 llm 1 llama 1 gpt 1 dpo 1 chatgpt 1