tianyi-lab / Cherry_LLMLinks
[NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other models
☆408Updated 5 months ago
Alternatives and similar repositories for Cherry_LLM
Users that are interested in Cherry_LLM are comparing it to the libraries listed below
Sorting:
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆576Updated 11 months ago
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆284Updated 2 years ago
- ☆146Updated last year
- ☆181Updated 2 years ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆506Updated last year
- ☆315Updated last year
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆182Updated 5 months ago
- ☆330Updated last year
- Collection of training data management explorations for large language models☆336Updated last year
- Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation☆90Updated last year
- Dataset and evaluation script for "Evaluating Hallucinations in Chinese Large Language Models"☆136Updated last year
- A live reading list for LLM data synthesis (Updated to July, 2025).☆418Updated 3 months ago
- ☆347Updated last year
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆267Updated last year
- 大模型多维度中文对齐评测基准 (ACL 2024)☆424Updated last month
- llama2 finetuning with deepspeed and lora☆175Updated 2 years ago
- Awesome papers for role-playing with language models☆210Updated last year
- Generative Judge for Evaluating Alignment☆248Updated last year
- Finetuning LLaMA with RLHF (Reinforcement Learning with Human Feedback) based on DeepSpeed Chat☆115Updated 2 years ago
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆256Updated 11 months ago
- ☆551Updated 11 months ago
- A Massive Multi-Level Multi-Subject Knowledge Evaluation benchmark☆103Updated 2 years ago
- ☆147Updated last year
- a-m-team's exploration in large language modeling☆194Updated 6 months ago
- Naive Bayes-based Context Extension☆325Updated 11 months ago
- ☆275Updated 6 months ago
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆138Updated 6 months ago
- ☆98Updated last year
- The related works and background techniques about Openai o1☆221Updated 10 months ago
- [ACL 2024 Demo] Official GitHub repo for UltraEval: An open source framework for evaluating foundation models.☆253Updated last year