An optimal synthetic data sampling strategy for MATH

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Dahoas 

authored a paper about 2 months ago

Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models

Paper • 2412.02980 • Published Dec 4, 2024 • 12

srishti-hf1110 

authored a paper about 2 months ago

Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models

Paper • 2412.02980 • Published Dec 4, 2024 • 12

Dahoas 

updated 2 datasets about 2 months ago

optimal-sampling/qwen-1.5-4B-tree-positives-epoch-1-100

Viewer • Updated Dec 5, 2024 • 474k • 49

optimal-sampling/qwen-1.5-4B-epoch-1-test-100

Viewer • Updated Nov 28, 2024 • 4.98k • 41

Dahoas 

updated 2 datasets 2 months ago

optimal-sampling/qwen-1.5-14B-awq-K-100-test-0.5M

Viewer • Updated Nov 6, 2024 • 495k • 44

optimal-sampling/qwen-1.5-4B-awq-K-100-test-1M

Viewer • Updated Nov 6, 2024 • 9.9k • 38

Dahoas 

updated 4 datasets 4 months ago

optimal-sampling/qwen-1.5-7B-k-100-train

Viewer • Updated Oct 5, 2024 • 750k • 36

optimal-sampling/qwen-1.5-14B-K-100-test-extra

Viewer • Updated Oct 4, 2024 • 500k • 42

optimal-sampling/qwen-1.5-4B-K-100-test-2M

Viewer • Updated Oct 3, 2024 • 2M • 33

optimal-sampling/qwen-1.5-32B-K-100-test

Viewer • Updated Sep 29, 2024 • 500k • 46

srishti-hf1110 

updated a dataset 4 months ago

optimal-sampling/qwen-1.5-14B-k-100-train

Viewer • Updated Sep 16, 2024 • 7.5k • 4

Dahoas 

updated 3 datasets 4 months ago

optimal-sampling/qwen-1.5-4B-K-100-test

Viewer • Updated Sep 12, 2024 • 500k • 41

optimal-sampling/MATH-K-100-test-inputs

Viewer • Updated Sep 12, 2024 • 500k • 31

optimal-sampling/MATH-K-100-train

Viewer • Updated Sep 11, 2024 • 750k • 30

Dahoas 

updated a dataset 5 months ago

optimal-sampling/qwen-1.5-4B-K-100-train

Viewer • Updated Sep 5, 2024 • 750k • 31

Dahoas 

authored 2 papers 11 months ago

Teaching Large Language Models to Reason with Reinforcement Learning

Paper • 2403.04642 • Published Mar 7, 2024 • 46

GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements

Paper • 2402.10963 • Published Feb 13, 2024 • 11