Evaluating large language models trained on code

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Evaluating Large Language Models Trained on Code - arXiv

Jul 7, 2021 � We introduce Codex, a GPT language model fine-tuned on publicly available code from GitHub, and study its Python code-writing capabilities.

Scholarly articles for Evaluating large language models trained on code

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Evaluating large language models trained on code
Chen � Cited by 2952

[PDF] Evaluating Large Language Models Trained on Code - arXiv

arxiv.org › pdf

Jul 14, 2021 � We introduce Codex, a GPT language model fine- tuned on publicly available code from GitHub, and study its Python code-writing capabilities. A�...

[PDF] Evaluating Large Language Models Trained on Code

www.semanticscholar.org › paper › Evaluating-Large-Language-Models-T...

This work proposes a static evaluation framework to quantify static errors in Python code completions, by leveraging Abstract Syntax Trees.

openai/human-eval: Code for the paper "Evaluating Large ... - GitHub

github.com › openai › human-eval

This is an evaluation harness for the HumanEval problem solving dataset described in the paper "Evaluating Large Language Models Trained on Code".

Evaluating Large Language Models in Class-Level Code Generation

dl.acm.org › doi

Apr 12, 2024 � Based on our results, we find that all LLMs perform much worse on class-level code generation compared to the method-level. While GPT models�...

Paper page - Evaluating Large Language Models Trained on Code

huggingface.co › papers

Jul 7, 2021 � We introduce Codex, a GPT language model fine-tuned on publicly available code from GitHub, and study its Python code-writing capabilities.

Evaluating Large Language Models Trained on Code (paper review)

nlathia.github.io › 2022/10 › Code-generation

Oct 20, 2022 � A paper that describes the research that led to Open AI's Codex, which powers Github Copilot. Codex's overarching goal is to be a system that can generate code�...

Evaluating Large Language Models Trained on Code - YouTube

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Video for Evaluating large language models trained on code

Jul 15, 2021 � Notion Link: https://ebony-scissor-725.notion.site/Henry-AI-Labs-Weekly-Update-July-15th-2021 ...
Duration: 26:19
Posted: Jul 15, 2021

Evaluating Large Language Models Trained on Code (Codex)

samuelalbanie.com › digests › 2022-07-codex

Summary: A video description of the paper entitled "Evaluating Large Language Models Trained on Code" by M. Chen et al. published on arxiv in July 2021.

HumanEval Dataset | Papers With Code

paperswithcode.com › dataset › humaneval

This is an evaluation harness for the HumanEval problem solving dataset described in the paper "Evaluating Large Language Models Trained on Code".

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