Alternatives and similar repositories for data-centric-AI

Users that are interested in data-centric-AI are comparing it to the libraries listed below

• XueFuzhao / awesome-mixture-of-experts
  A collection of AWESOME things about mixture-of-experts
  ☆1,169Updated 7 months ago
• MLGroupJLU / LLM-eval-survey
  The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".
  ☆1,547Updated last month
• GaryYufei / AlignLLMHumanSurvey
  Aligning Large Language Models with Human: A Survey
  ☆730Updated last year
• AGI-Edgerunners / LLM-Adapters
  Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
  ☆1,184Updated last year
• dqxiu / ICL_PaperList
  Paper List for In-context Learning 🌷
  ☆855Updated 9 months ago
• HqWu-HITCS / Awesome-LLM-Survey
  An Awesome Collection for LLM Survey
  ☆371Updated last month
• RenzeLou / awesome-instruction-learning
  Papers and Datasets on Instruction Tuning and Following. ✨✨✨
  ☆497Updated last year
• HillZhang1999 / llm-hallucination-survey
  Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …
  ☆1,028Updated 8 months ago
• Timothyxxx / Chain-of-ThoughtsPapers
  A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
  ☆2,046Updated last year
• codecaution / Awesome-Mixture-of-Experts-Papers
  A curated reading list of research in Mixture-of-Experts(MoE).
  ☆638Updated 8 months ago
• WeOpenML / PandaLM
  ☆919Updated last year
• reasoning-survey / Awesome-Reasoning-Foundation-Models
  ✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models
  ☆610Updated last month
• FranxYao / chain-of-thought-hub
  Benchmarking large language models' complex reasoning ability with chain-of-thought prompting
  ☆2,741Updated 11 months ago
• AetherCortex / Llama-X
  Open Academic Research on Improving LLaMA to SOTA LLM
  ☆1,618Updated last year
• thunlp / ToolLearningPapers
  ☆906Updated 11 months ago
• AIoT-MLSys-Lab / Efficient-LLMs-Survey
  [TMLR 2024] Efficient Large Language Models: A Survey
  ☆1,186Updated last month
• OpenBMB / BMPrinciples
  A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or l…
  ☆281Updated last year
• thunlp / OpenDelta
  A plug-and-play library for parameter-efficient-tuning (Delta Tuning)
  ☆1,030Updated 10 months ago
• EgoAlpha / prompt-in-context-learning
  Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date…
  ☆1,617Updated last month
• SinclairCoder / Instruction-Tuning-Papers
  Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
  ☆768Updated 2 years ago
• thunlp / DeltaPapers
  Must-read Papers of Parameter-Efficient Tuning (Delta Tuning) Methods on Pre-trained Models.
  ☆285Updated 2 years ago
• zjunlp / Prompt4ReasoningPapers
  [ACL 2023] Reasoning with Language Model Prompting: A Survey
  ☆972Updated 2 months ago
• jxzhangjhu / Awesome-LLM-RAG
  Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
  ☆1,244Updated 4 months ago
• Yangyi-Chen / Multimodal-AND-Large-Language-Models
  Paper list about multimodal and large language models, only used to record papers I read in the daily arxiv for personal needs.
  ☆711Updated this week
• zjunlp / KnowledgeEditingPapers
  Must-read Papers on Knowledge Editing for Large Language Models.
  ☆1,111Updated last week
• Tebmer / Awesome-Knowledge-Distillation-of-LLMs
  This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicit…
  ☆1,106Updated 4 months ago
• yfzhang114 / Generalization-Causality
  关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记
  ☆1,222Updated last year
• jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness
  Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
  ☆772Updated 2 months ago
• Computer-Vision-in-the-Wild / CVinW_Readings
  A collection of papers on the topic of ``Computer Vision in the Wild (CVinW)''
  ☆1,319Updated last year
• yaodongC / awesome-instruction-dataset
  A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
  ☆1,125Updated last year