Evaluating Large Language Models Trained on Code

Evaluating Large Language Models Trained on Code - arXiv

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 - arXiv

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

It is found that repeated sampling from the GPT language model is a surprisingly effective strategy for producing working solutions to difficult prompts, ...

Evaluating large language models trained on code - OpenAI

Abstract. We introduce Codex, a GPT language model fine-tuned on publicly available code from GitHub, and study its Python code-writing ...

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

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

Recently, many large language models (LLMs) have been proposed, showing advanced proficiency in code generation.

Evaluating Large Language Models Trained on Code (paper review)

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 ...

Paper page - Evaluating Large Language Models Trained on Code

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 - YouTube

Notion Link: https://ebony-scissor-725.notion.site/Henry-AI-Labs-Weekly-Update-July-15th-2021-a68f599395e3428c878dc74c5f0e1124 0:03 Outline ...

A systematic evaluation of large language models of code

... Code LLMs, based on large language model technology and trained on vast code datasets, are designed to understand and generate programming code [10]. They ...

HumanEval Dataset | Papers With Code

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

Can It Edit? Evaluating the Ability of Large Language Models to...

TL;DR: CanItEdit evaluates the instructional code editing capabilities of large language models, reveals a performance gap between open and ...

Evaluating Large Language Models Trained on Code (Codex)

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.

[R] Evaluating Large Language Models Trained on Code (paper on ...

More posts you may like · [P] Just-in-Time Implementation: A Python Library That Implements Your Code at Runtime · NoVerify — static analyzer ...

Codex: Evaluating Large Language Models Trained on Code

A slow description of the paper "Evaluating Large Language Models Trained on Code" by M. Chen et al. posted on arxiv in July 2021.

Evaluating Large Language Models

As covered in a previous CSET explainer, large language models can learn to perform a wide variety of tasks simply by being trained to predict ...

Framework for evaluating code generation ability of large language ...

Large language models (LLMs) have revolutionized various applications in natural language processing and exhibited proficiency in generating ...

Evaluating Large Language Models Trained on Code. - BibSonomy

Evaluating Large Language Models Trained on Code. · M. Chen · J. Tworek · H. Jun · Q. Yuan · H. de Oliveira Pinto · J. Kaplan · H. Edwards · Y. Burda ...

(PDF) A Survey on Evaluating Large Language Models in Code ...

This paper provides a comprehensive review of the current methods and metrics used to evaluate the performance of Large Language Models ...

A Systematic Evaluation of Large Language Models of Code

... large open-source model trained exclusively on a multi-lingual corpus of code. We release a new model, PolyCoder, with 2.7B parameters based ...