ZigeW / data_management_LLM
Collection of training data management explorations for large language models
☆322Updated 9 months ago
Alternatives and similar repositories for data_management_LLM:
Users that are interested in data_management_LLM are comparing it to the libraries listed below
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆256Updated last year
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆553Updated 4 months ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆339Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆441Updated 6 months ago
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆363Updated 8 months ago
- Project for the paper entitled `Instruction Tuning for Large Language Models: A Survey`☆175Updated 5 months ago
- ☆276Updated 9 months ago
- Pytorch implementation of DoReMi, a method for optimizing the data mixture weights in language modeling datasets☆323Updated last year
- A Survey on Data Selection for Language Models☆228Updated last week
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆260Updated 7 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆149Updated 8 months ago
- A collection of phenomenons observed during the scaling of big foundation models, which may be developed into consensus, principles, or l…☆279Updated last year
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆519Updated 6 months ago
- Paper collections of retrieval-based (augmented) language model.☆232Updated 11 months ago
- Generative Judge for Evaluating Alignment☆236Updated last year
- ☆311Updated 11 months ago
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆249Updated 4 months ago
- A repository sharing the literatures about long-context large language models, including the methodologies and the evaluation benchmarks☆260Updated 9 months ago
- ☆140Updated last year
- Real-time updated, fine-grained reading list on LLM-synthetic-data.🔥☆255Updated 3 months ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆481Updated 6 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆482Updated 3 months ago
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆442Updated 3 months ago
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆139Updated 10 months ago
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆169Updated 10 months ago
- A series of technical report on Slow Thinking with LLM☆657Updated 3 weeks ago
- [ACL'24 Outstanding] Data and code for L-Eval, a comprehensive long context language models evaluation benchmark☆376Updated 9 months ago
- LLM hallucination paper list☆315Updated last year
- ☆169Updated last year
- Codes for the paper "∞Bench: Extending Long Context Evaluation Beyond 100K Tokens": https://arxiv.org/abs/2402.13718☆323Updated 7 months ago