Cover Image

Piloting Copilot, Codex, and StarCoder2: Hot Temperature, Cold Prompts, or Black Magic?

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Döderlein, Jean-Baptiste, Kouadio, Nguessan Hermann, Acher, Mathieu, Khelladi, Djamel Eddine, Combemale, Benoit
Format:	Preprint
Published:	2022
Subjects:	Software Engineering Computation and Language Programming Languages 68T50
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SpaceTime Programming: Live and Omniscient Exploration of Code and Execution
by: Döderlein, Jean-Baptiste, et al.
Published: (2026)

PolyDebug: A Framework for Polyglot Debugging
by: Houdaille, Philémon, et al.
Published: (2025)

Unify and Triumph: Polyglot, Diverse, and Self-Consistent Generation of Unit Tests with LLMs
by: Khelladi, Djamel Eddine, et al.
Published: (2025)

Narrow Transformer: StarCoder-Based Java-LM For Desktop
by: Rathinasamy, Kamalkumar, et al.
Published: (2024)

An exploration of the effect of quantisation on energy consumption and inference time of StarCoder2
by: de Reus, Pepijn, et al.
Published: (2024)

Linux Kernel Configurations at Scale: A Dataset for Performance and Evolution Analysis
by: Borges, Heraldo, et al.
Published: (2025)

LLM Code Customization with Visual Results: A Benchmark on TikZ
by: Reux, Charly, et al.
Published: (2025)

LiveRec: Prototyping Probes by Framing Debug Protocols
by: Döderlein, Jean-Baptiste, et al.
Published: (2024)

Exploring the Impact of Temperature on Large Language Models:Hot or Cold?
by: Li, Lujun, et al.
Published: (2025)

StarCoder 2 and The Stack v2: The Next Generation
by: Lozhkov, Anton, et al.
Published: (2024)

Critique-Coder: Enhancing Coder Models by Critique Reinforcement Learning
by: Ruan, Chi, et al.
Published: (2025)

rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset
by: Liu, Yifei, et al.
Published: (2025)

Mutation‐Guided Metamorphic Testing of Optimality in AI Planning
by: Quentin Mazouni, et al.
Published: (2024)

GDC Cohort Copilot: An AI Copilot for Curating Cohorts from the Genomic Data Commons
by: Song, Steven, et al.
Published: (2025)

Dr.Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian
by: Niculae, Andrei, et al.
Published: (2025)

KAT-Coder Technical Report
by: Zhan, Zizheng, et al.
Published: (2025)

PersoPilot: An Adaptive AI-Copilot for Transparent Contextualized Persona Classification and Personalized Response Generation
by: Afzoon, Saleh, et al.
Published: (2026)

OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
by: Huang, Siming, et al.
Published: (2024)

Psy-Copilot: Visual Chain of Thought for Counseling
by: Chen, Keqi, et al.
Published: (2025)

Qwen3-Coder-Next Technical Report
by: Cao, Ruisheng, et al.
Published: (2026)

Qwen2.5-Coder Technical Report
by: Hui, Binyuan, et al.
Published: (2024)

Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE
by: Wan, Guancheng, et al.
Published: (2025)

CAMRA: Copilot for AMR Annotation
by: Cai, Jon Z., et al.
Published: (2023)

TreeCoders: Trees of Transformers
by: D'Istria, Pierre Colonna, et al.
Published: (2024)

State-of-the-art Small Language Coder Model: Mify-Coder
by: Parmar, Abhinav, et al.
Published: (2025)

JumpCoder: Go Beyond Autoregressive Coder via Online Modification
by: Chen, Mouxiang, et al.
Published: (2024)

VisCoder2: Building Multi-Language Visualization Coding Agents
by: Ni, Yuansheng, et al.
Published: (2025)

SuperCoder: Assembly Program Superoptimization with Large Language Models
by: Wei, Anjiang, et al.
Published: (2025)

Healthcare Copilot: Eliciting the Power of General LLMs for Medical Consultation
by: Ren, Zhiyao, et al.
Published: (2024)

SecCoder: Towards Generalizable and Robust Secure Code Generation
by: Zhang, Boyu, et al.
Published: (2024)

Co-Evolving LLM Coder and Unit Tester via Reinforcement Learning
by: Wang, Yinjie, et al.
Published: (2025)

AutoVecCoder: Teaching LLMs to Generate Explicitly Vectorized Code
by: Li, Shangzhan, et al.
Published: (2026)

Dream-Coder 7B: An Open Diffusion Language Model for Code
by: Xie, Zhihui, et al.
Published: (2025)

TigerCoder: A Novel Suite of LLMs for Code Generation in Bangla
by: Raihan, Nishat, et al.
Published: (2025)

DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
by: Gong, Shansan, et al.
Published: (2025)

EduCoder: An Open-Source Annotation System for Education Transcript Data
by: Ashraf, Saad, et al.
Published: (2025)

KAT-Coder-V2 Technical Report
by: Li, Fengxiang, et al.
Published: (2026)

Ensemble of pre-trained language models and data augmentation for hate speech detection from Arabic tweets
by: Daouadi, Kheir Eddine, et al.
Published: (2024)

ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations
by: Wang, Yubo, et al.
Published: (2025)

Stable-DiffCoder: Pushing the Frontier of Code Diffusion Large Language Model
by: Fan, Chenghao, et al.
Published: (2026)