ZigeW / data_management_LLMLinks
Collection of training data management explorations for large language models
☆334Updated last year
Alternatives and similar repositories for data_management_LLM
Users that are interested in data_management_LLM are comparing it to the libraries listed below
Sorting:
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆571Updated 10 months ago
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆276Updated 2 years ago
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆397Updated 3 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆496Updated last year
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆339Updated last year
- A live reading list for LLM data synthesis (Updated to July, 2025).☆387Updated last month
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆190Updated 2 months ago
- ☆343Updated last year
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆268Updated last year
- [ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.☆251Updated 11 months ago
- A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or l…☆284Updated 2 years ago
- ☆312Updated last year
- A paper & resource list of large language models, including course, paper, demo, figures☆199Updated 2 years ago
- A Survey on Data Selection for Language Models☆250Updated 5 months ago
- ☆145Updated last year
- Papers and Datasets on Instruction Tuning and Following. ✨✨✨☆503Updated last year
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆180Updated 3 months ago
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆465Updated 9 months ago
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆341Updated last year
- ☆179Updated last year
- The related works and background techniques about Openai o1☆222Updated 9 months ago
- Generative Judge for Evaluating Alignment☆247Updated last year
- ☆205Updated last year
- An Awesome Collection for LLM Survey☆377Updated 4 months ago
- A large-scale, fine-grained, diverse preference dataset (and models).☆352Updated last year
- ☆291Updated last year
- ACL 2024 | LooGLE: Long Context Evaluation for Long-Context Language Models☆185Updated last year
- ☆322Updated last year
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆139Updated 5 months ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆267Updated last year