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
☆395Updated 3 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]☆570Updated 9 months ago
- ☆145Updated last year
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆275Updated 2 years ago
- ☆307Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆497Updated 11 months ago
- ☆176Updated last year
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆176Updated 3 months ago
- ☆326Updated last year
- Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation☆89Updated 10 months ago
- ☆340Updated last year
- A live reading list for LLM data synthesis (Updated to July, 2025).☆376Updated last month
- Dataset and evaluation script for "Evaluating Hallucinations in Chinese Large Language Models"☆135Updated last year
- Collection of training data management explorations for large language models☆334Updated last year
- Generative Judge for Evaluating Alignment☆246Updated last year
- ☆549Updated 9 months ago
- Finetuning LLaMA with RLHF (Reinforcement Learning with Human Feedback) based on DeepSpeed Chat☆115Updated 2 years ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆266Updated last year
- 大模型多维度中文对齐评测基准 (ACL 2024)☆413Updated last year
- ☆83Updated last year
- a-m-team's exploration in large language modeling☆188Updated 4 months ago
- [EMNLP 2024] LongAlign: A Recipe for Long Context Alignment of LLMs☆256Updated 9 months ago
- ☆265Updated 4 months ago
- ☆147Updated last year
- A collection for math word problem (MWP) works, including datasets, algorithms and so on.☆44Updated last year
- Awesome papers for role-playing with language models☆205Updated 11 months ago
- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"☆383Updated 8 months ago
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆139Updated 4 months ago
- [ACL 2024] MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues☆118Updated last year
- [ACL2024] T-Eval: Evaluating Tool Utilization Capability of Large Language Models Step by Step☆291Updated last year
- The related works and background techniques about Openai o1☆222Updated 8 months ago