[ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".
☆162Nov 2, 2024Updated last year
Alternatives and similar repositories for sdft
Users that are interested in sdft are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Feb 9, 2023Updated 3 years ago
- ☆20Apr 16, 2025Updated 11 months ago
- Code for "Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal" (ACL 2024)☆16Oct 21, 2024Updated last year
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆188Jun 25, 2025Updated 9 months ago
- The official repository of 'Unnatural Language Are Not Bugs but Features for LLMs'☆24May 20, 2025Updated 10 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for safety test in "Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates"☆22Sep 21, 2025Updated 6 months ago
- Automatic prompt optimization framework for multi-step agent tasks.☆37Nov 12, 2024Updated last year
- Simple and scalable tools for data-driven pretraining data selection.☆29Jun 9, 2025Updated 9 months ago
- ☆11Feb 28, 2024Updated 2 years ago
- [ICLR 2025] A Closer Look at Machine Unlearning for Large Language Models☆46Dec 4, 2024Updated last year
- ☆15Mar 12, 2024Updated 2 years ago
- Official Code Repository for [AutoScale📈: Scale-Aware Data Mixing for Pre-Training LLMs] Published as a conference paper at **COLM 2025*…☆13Aug 8, 2025Updated 7 months ago
- PathPiece tokenizer☆14Nov 10, 2024Updated last year
- ☆31Feb 9, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for "Echo Chamber: RL Post-training Amplifies Behaviors Learned in Pretraining"☆27Oct 14, 2025Updated 5 months ago
- Improving Your Model Ranking on Chatbot Arena by Vote Rigging (ICML 2025)☆26Feb 25, 2025Updated last year
- This is the official code for our paper "Simple and Scalable Nearest Neighbor Machine Translation" (ICLR 2023).☆14Nov 22, 2023Updated 2 years ago
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆53Jul 15, 2025Updated 8 months ago
- Knowledge transfer from high-resource to low-resource programming languages for Code LLMs☆16Aug 12, 2025Updated 7 months ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆42Dec 29, 2025Updated 2 months ago
- Exploration of automated dataset selection approaches at large scales.☆52Mar 4, 2025Updated last year
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆186Feb 17, 2025Updated last year
- Targeted Data Generation with Large Language Models☆19Jun 25, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [ACL 2025 main] SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Mode…☆40Aug 6, 2025Updated 7 months ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Feb 29, 2024Updated 2 years ago
- ☆13Oct 18, 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 9 months ago
- ☆149Apr 16, 2024Updated last year
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆149Oct 27, 2024Updated last year
- Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)☆38Jan 23, 2024Updated 2 years ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆591Dec 9, 2024Updated last year
- [ArXiv 2025] Denial-of-Service Poisoning Attacks on Large Language Models☆23Oct 22, 2024Updated 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.
- ☆88Dec 29, 2023Updated 2 years ago
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models☆21May 28, 2024Updated last year
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆53Jun 24, 2024Updated last year
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆38Jan 13, 2025Updated last year
- Official code for the publication "Large Language Models as Zero-shot Dialogue State Tracker through Function Calling" https//arxiv.org/a…☆67Aug 14, 2024Updated last year
- Reformatted Alignment☆111Sep 23, 2024Updated last year
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆22Nov 9, 2025Updated 4 months ago