Picture for Alex Gu

Alex Gu

Mixture of Parrots: Experts improve memorization more than reasoning

Add code
Oct 24, 2024
Figure 1 for Mixture of Parrots: Experts improve memorization more than reasoning
Figure 2 for Mixture of Parrots: Experts improve memorization more than reasoning
Figure 3 for Mixture of Parrots: Experts improve memorization more than reasoning
Figure 4 for Mixture of Parrots: Experts improve memorization more than reasoning
Viaarxiv icon

BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions

Add code
Jun 26, 2024
Viaarxiv icon

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Add code
Mar 12, 2024
Viaarxiv icon

The Counterfeit Conundrum: Can Code Language Models Grasp the Nuances of Their Incorrect Generations?

Add code
Feb 29, 2024
Viaarxiv icon

StarCoder 2 and The Stack v2: The Next Generation

Add code
Feb 29, 2024
Figure 1 for StarCoder 2 and The Stack v2: The Next Generation
Figure 2 for StarCoder 2 and The Stack v2: The Next Generation
Figure 3 for StarCoder 2 and The Stack v2: The Next Generation
Figure 4 for StarCoder 2 and The Stack v2: The Next Generation
Viaarxiv icon

CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution

Add code
Jan 05, 2024
Viaarxiv icon

Language Agnostic Code Embeddings

Add code
Oct 25, 2023
Viaarxiv icon

LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers

Add code
Oct 23, 2023
Viaarxiv icon

LeanDojo: Theorem Proving with Retrieval-Augmented Language Models

Add code
Jun 27, 2023
Figure 1 for LeanDojo: Theorem Proving with Retrieval-Augmented Language Models
Figure 2 for LeanDojo: Theorem Proving with Retrieval-Augmented Language Models
Figure 3 for LeanDojo: Theorem Proving with Retrieval-Augmented Language Models
Figure 4 for LeanDojo: Theorem Proving with Retrieval-Augmented Language Models
Viaarxiv icon

StarCoder: may the source be with you!

Add code
May 09, 2023
Viaarxiv icon