Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking Paper • 2403.09629 • Published Mar 14 • 69
PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers Paper • 2406.12430 • Published Jun 18 • 5
Probably function calling datasets Collection Created using the https://huggingface.co./spaces/librarian-bots/dataset-column-search-api Space. • 39 items • Updated Jul 17 • 35
OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI Paper • 2406.12753 • Published Jun 18 • 14
A Careful Examination of Large Language Model Performance on Grade School Arithmetic Paper • 2405.00332 • Published May 1 • 30
Better & Faster Large Language Models via Multi-token Prediction Paper • 2404.19737 • Published Apr 30 • 73
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models Paper • 2404.18796 • Published Apr 29 • 68
OpenMath Collection A collection of models and datasets introduced in "OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset" • 15 items • Updated Jul 17 • 33
Textbooks Are All You Need II: phi-1.5 technical report Paper • 2309.05463 • Published Sep 11, 2023 • 86
view article Article Cosmopedia: how to create large-scale synthetic data for pre-training Large Language Models Mar 20 • 58
Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks Paper • 2404.14723 • Published Apr 23 • 10
Layer Skip: Enabling Early Exit Inference and Self-Speculative Decoding Paper • 2404.16710 • Published Apr 25 • 57
OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework Paper • 2404.14619 • Published Apr 22 • 124
Top 10% instruction tuning datasets Collection Collects datasets with 'instruction' in the name and more than 1 download and in the top 10% for the number of likes • 13 items • Updated Jul 3 • 7
Judging LLM-as-a-judge with MT-Bench and Chatbot Arena Paper • 2306.05685 • Published Jun 9, 2023 • 28
Learning to Route Among Specialized Experts for Zero-Shot Generalization Paper • 2402.05859 • Published Feb 8 • 5
Instruction-Following Evaluation for Large Language Models Paper • 2311.07911 • Published Nov 14, 2023 • 19
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM Paper • 2403.07816 • Published Mar 12 • 39
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences Paper • 2404.03715 • Published Apr 4 • 59
view article Article Orchestration of Experts: The First-Principle Multi-Model System By alirezamsh • May 30 • 15
Orca-Math: Unlocking the potential of SLMs in Grade School Math Paper • 2402.14830 • Published Feb 16 • 24
Leeroo Orchestrator: Elevating LLMs Performance Through Model Integration Paper • 2401.13979 • Published Jan 25 • 2
Awesome feedback datasets Collection A curated list of datasets with human or AI feedback. Useful for training reward models or applying techniques like DPO. • 19 items • Updated Apr 12 • 64
Awesome SFT datasets Collection A curated list of interesting datasets to fine-tune language models with. • 43 items • Updated Apr 12 • 111
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages Paper • 2210.11621 • Published Oct 20, 2022 • 1
RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question Paper • 2211.01482 • Published Nov 2, 2022 • 1
Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models Paper • 2311.07439 • Published Nov 13, 2023 • 1
What Do Compressed Multilingual Machine Translation Models Forget? Paper • 2205.10828 • Published May 22, 2022 • 1