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:
- ☆153Apr 16, 2024Updated 2 years ago
- An introduction to ODEs and their applications in vision and language☆15Feb 26, 2026Updated 4 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆189Jun 25, 2025Updated last year
- ☆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…☆416Jun 25, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆600Dec 9, 2024Updated last year
- Code for ICML 2025 paper "GRAM: A Generative Foundation Reward Model for Reward Generalization"☆21Sep 4, 2025Updated 10 months ago
- ☆12Jun 30, 2024Updated 2 years ago
- Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning☆88Dec 14, 2023Updated 2 years ago
- ☆24Oct 14, 2024Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆532Oct 20, 2024Updated last year
- A list of conferences and journals relevant to machine translation☆33Mar 17, 2022Updated 4 years ago
- Unofficial implementation of AlpaGasus☆94Sep 23, 2023Updated 2 years ago
- Github repo for Peifeng's internship project☆13Nov 7, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆287Aug 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☆33Jul 7, 2024Updated 2 years ago
- [ACL 2025 Main] Official Repo for Paper "Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric"☆42Feb 10, 2026Updated 5 months ago
- [ACL2025 Findings] Official code for MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Spac…☆28Aug 30, 2025Updated 10 months ago
- [ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement☆196Mar 25, 2024Updated 2 years ago
- An introduction to basic concepts of Transformers and key techniques of their recent advances.☆53Dec 21, 2023Updated 2 years ago
- An Experiment on Dynamic NTK Scaling RoPE☆65Nov 26, 2023Updated 2 years ago
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆194Feb 17, 2025Updated last year
- Diverse Demonstrations Improve In-context Compositional Generalization☆13Jul 7, 2023Updated 3 years ago
- 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.
- ☆12Dec 13, 2023Updated 2 years ago
- Entity-Aware Dual Co-Attention Network for Fake News Detection, EACL 2023 Findings☆10Jun 11, 2023Updated 3 years ago
- CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models☆49Mar 7, 2024Updated 2 years ago
- [ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning☆368Sep 6, 2024Updated last year
- Uncertainty-Aware Reliable Text Classification (KDD 2021)☆18Oct 4, 2022Updated 3 years ago
- Implementation of the paper: "Answering Questions by Meta-Reasoning over Multiple Chains of Thought"☆97Jan 21, 2024Updated 2 years ago
- LongQLoRA: Extent Context Length of LLMs Efficiently☆170Nov 12, 2023Updated 2 years ago
- ☆22Mar 1, 2025Updated last year
- The implementation of "Shallow-to-Deep Training for Neural Machine Translation"☆10Oct 26, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆167Nov 2, 2024Updated last year
- The source code and dataset mentioned in the paper Seal-Tools: Self-Instruct Tool Learning Dataset for Agent Tuning and Detailed Benchmar…☆57Nov 5, 2024Updated last year
- [ACL'25] Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning☆20Sep 27, 2025Updated 9 months ago
- ☆22Jul 16, 2024Updated 2 years ago
- This is the repo for constructing a comprehensive and rigorous evaluation framework for LLM calibration.☆14Apr 9, 2024Updated 2 years ago
- Replication code for "The Structure of Toxic Conversations on Twitter" (WWW'21)☆10May 25, 2021Updated 5 years ago
- Codes and Data for Scaling Relationship on Learning Mathematical Reasoning with Large Language Models☆269Sep 12, 2024Updated last year