Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation
☆91Nov 13, 2024Updated last year
Alternatives and similar repositories for CaR
Users that are interested in CaR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆152Apr 16, 2024Updated last year
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆187Jun 25, 2025Updated 9 months ago
- ☆89Dec 29, 2023Updated 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…☆413Jun 25, 2025Updated 9 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆592Dec 9, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning☆87Dec 14, 2023Updated 2 years ago
- [EMNLP 2022] This is the code repo for our EMNLP‘22 paper "Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder"…☆13Oct 20, 2022Updated 3 years ago
- [ACL2025 Findings] Official code for MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Spac…☆28Aug 30, 2025Updated 7 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆521Oct 20, 2024Updated last year
- ☆12Jun 30, 2024Updated last year
- [ACL 2025 Main] Official Repo for Paper "Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric"☆39Feb 10, 2026Updated 2 months ago
- Unofficial implementation of AlpaGasus☆95Sep 23, 2023Updated 2 years ago
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆285Aug 20, 2023Updated 2 years ago
- 天池算法比赛《BetterMixture - 大模型 数据混合挑战赛》的第一名top1解决方案☆34Jul 7, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for our EMNLP-2023 paper: "Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks"☆25Nov 16, 2023Updated 2 years ago
- ☆23Oct 14, 2024Updated last year
- [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement☆195Mar 25, 2024Updated 2 years ago
- An introduction to basic concepts of Transformers and key techniques of their recent advances.☆52Dec 21, 2023Updated 2 years ago
- Github repo for Peifeng's internship project☆13Nov 7, 2023Updated 2 years ago
- ☆28Jan 4, 2026Updated 3 months ago
- Code and data for CoachLM, an automatic instruction revision approach LLM instruction tuning.☆60Mar 20, 2024Updated 2 years ago
- ☆16Mar 22, 2024Updated 2 years ago
- An Experiment on Dynamic NTK Scaling RoPE☆64Nov 26, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆189Feb 17, 2025Updated last year
- Official repository for "EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scena…☆21May 28, 2025Updated 10 months ago
- Diverse Demonstrations Improve In-context Compositional Generalization☆12Jul 7, 2023Updated 2 years ago
- ☆12Dec 13, 2023Updated 2 years ago
- [ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning☆367Sep 6, 2024Updated last year
- Entity-Aware Dual Co-Attention Network for Fake News Detection, EACL 2023 Findings☆10Jun 11, 2023Updated 2 years ago
- The implementation of "Shallow-to-Deep Training for Neural Machine Translation"☆10Oct 26, 2020Updated 5 years ago
- LongQLoRA: Extent Context Length of LLMs Efficiently☆168Nov 12, 2023Updated 2 years ago
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆95Jan 21, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models☆49Mar 7, 2024Updated 2 years ago
- ☆15Oct 20, 2023Updated 2 years ago
- 大创项目,层级注意力机器翻译☆17Apr 12, 2021Updated 5 years ago
- ☆21Mar 1, 2025Updated last year
- [ACL'25] Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning☆20Sep 27, 2025Updated 6 months ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆164Nov 2, 2024Updated last year
- 面向大模型的民族文化数据集☆12May 26, 2025Updated 10 months ago