[ACL25 Findings] Official repository for MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space
☆29Aug 30, 2025Updated last year
Alternatives and similar repositories for MIG
Users that are interested in MIG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR25] Official repository for Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language☆31Feb 28, 2025Updated last year
- [EMNLP26 Findings] Official repository for DataChef: Cooking Up Optimal Data Recipes for LLM Adaptation via Reinforcement Learning☆27Feb 12, 2026Updated 7 months ago
- NICE: Non-differentiable evaluation metric-based InfluenCe Estimation☆17Jul 7, 2025Updated last year
- arXiv 2024 | ZIP: entropy-law data selection for efficient LLM alignment.☆28Jun 10, 2026Updated 3 months ago
- ☆17Jun 10, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆18Aug 4, 2025Updated last year
- PyTorch code for Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles (DANCE)☆22Nov 29, 2022Updated 3 years ago
- How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients☆21Jun 17, 2025Updated last year
- Exploration of automated dataset selection approaches at large scales.☆56Mar 4, 2025Updated last year
- Code for Fast as CHITA: Neural Network Pruning with Combinatorial Optimization☆14Aug 2, 2023Updated 3 years ago
- This is the official implementation of TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data☆13Jul 21, 2024Updated 2 years ago
- ☆29May 27, 2026Updated 3 months ago
- MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion (ACL 2025)☆37Jul 16, 2025Updated last year
- InsTag: A Tool for Data Analysis in LLM Supervised Fine-tuning☆289Aug 20, 2023Updated 3 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.
- ☆16Sep 4, 2025Updated last year
- ☆21Jun 27, 2026Updated 2 months ago
- Unofficial implementation of AlpaGasus☆94Sep 23, 2023Updated 2 years ago
- 2019年4月8日,第三届搜狐校园内容识别算法大赛。☆26May 14, 2019Updated 7 years ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆602Dec 9, 2024Updated last year
- [EMNLP 2025] Verification Engineering for RL in Instruction Following☆60Mar 30, 2026Updated 5 months ago
- a-m-team's exploration in large language modeling☆196May 29, 2025Updated last year
- Official repository for paper MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning(https://arxiv.org/abs/2406.17770).☆160Sep 27, 2024Updated last year
- Data Efficacy for Language Model Training☆52May 29, 2026Updated 3 months ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 基于SSM的驾校预约管理系统1拥有三种角色,分别为管理员、教练、学员,具体功能如下: 管理员:学员管理、教练管理、驾校车辆管理、预约管理、取消预约管理、公告管理 教练:教练信息查询、预约管理、取消预约管理、注册、个人中心 学员:查看教练信息、预约教练、取消预约教练、评…☆13Jan 11, 2024Updated 2 years ago
- QGEval: A Benchmark for Question Generation Evaluation☆19Nov 7, 2024Updated last year
- CVPR2022:Learning from Untrimmed Videos: Self-Supervised Video Representation Learning with Hierarchical Consistency☆18Aug 10, 2022Updated 4 years ago
- Less is More: High-value Data Selection for Visual Instruction Tuning☆20Jan 18, 2025Updated last year
- ☆16Sep 8, 2025Updated last year
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆532Oct 20, 2024Updated last year
- ☆105Jun 10, 2025Updated last year
- ☆23Nov 4, 2024Updated last year
- Entropy-Driven GRPO with Guided Error Correction for Advantage Diversity☆22Aug 28, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [NAACL'24] Self-data filtering of LLM instruction-tuning data using a novel perplexity-based difficulty score, without using any other mo…☆418Jun 25, 2025Updated last year
- ☆21Jul 25, 2022Updated 4 years ago
- Code for the "Overcoming Sparsity Artifacts in Crosscoders to Interpret Chat-Tuning" paper.☆18Jul 6, 2026Updated 2 months ago
- 【ICME2025 Oral】Offical Pytorch Code for "Fraesormer: Learning Adaptive Sparse Transformer for Efficient Food Recognition"☆13Mar 21, 2025Updated last year
- ☆13Apr 18, 2024Updated 2 years ago
- MCP server for Olostep — the web scraping, crawling, and search infrastructure used by top AI companies. Gives any MCP-compatible AI agen…☆23Jul 7, 2026Updated 2 months ago
- A Recipe for Building LLM Reasoners to Solve Complex Instructions☆32Oct 9, 2025Updated 11 months ago