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Code Generation

CodeGeeX: Open-Source Multilingual Code Generation That Boosts Developer Productivity Across 23 Languages

CodeGeeX: Open-Source Multilingual Code Generation That Boosts Developer Productivity Across 23 Languages 8713

For software teams working across multiple programming languages—or developers tired of vendor lock-in with proprietary AI coding tools—CodeGeeX offers a…

12/27/2025Code Generation, Code Translation, Multilingual Programming
PRIME: Boost LLM Reasoning with Token-Level Rewards—No Step-by-Step Labels Needed

PRIME: Boost LLM Reasoning with Token-Level Rewards—No Step-by-Step Labels Needed 1783

If you’re working to improve large language models (LLMs) on hard reasoning tasks—like math problem solving or competitive programming—you’ve likely…

12/27/2025Code Generation, Mathematical Reasoning, Reinforcement Learning
DeepCode: Turn Research Papers and Text into Production-Ready Code—Faster Than Human Experts

DeepCode: Turn Research Papers and Text into Production-Ready Code—Faster Than Human Experts 12706

Imagine being able to feed a research paper, a technical specification, or even a rough product description into a system—and…

12/26/2025Agentic AI, Code Generation, Research Reproduction
aiXcoder-7B: High-Accuracy Code Completion in a Lightweight 7B Model for Real-Time Developer Workflows

aiXcoder-7B: High-Accuracy Code Completion in a Lightweight 7B Model for Real-Time Developer Workflows 2274

aiXcoder-7B is a 7-billion-parameter open-source large language model (LLM) purpose-built for code processing. Unlike larger models that trade inference speed…

12/26/2025Code Completion, Code Generation, Fill-in-the-middle
DeepSeek-V3: A High-Performance, Cost-Efficient MoE Language Model That Delivers Closed-Source Power with Open-Source Flexibility

DeepSeek-V3: A High-Performance, Cost-Efficient MoE Language Model That Delivers Closed-Source Power with Open-Source Flexibility 100738

For technical decision-makers evaluating large language models (LLMs) for real-world applications, balancing raw capability, inference cost, training efficiency, and deployment…

12/26/2025Code Generation, Mathematical Reasoning, Multilingual Language Modeling
WizardCoder: Open-Source Code LLM That Outperforms ChatGPT and Gemini in Code Generation

WizardCoder: Open-Source Code LLM That Outperforms ChatGPT and Gemini in Code Generation 9472

WizardCoder is a state-of-the-art open-source Code Large Language Model (Code LLM) that delivers exceptional performance on code generation tasks—often surpassing…

12/26/2025Code Generation, Instruction Tuning, Programming Assistance
SWE-Lancer: Benchmark Real-World Freelance Coding Tasks to Measure LLMs’ True Engineering Value

SWE-Lancer: Benchmark Real-World Freelance Coding Tasks to Measure LLMs’ True Engineering Value 1438

Evaluating large language models (LLMs) on synthetic coding benchmarks often fails to reflect their real-world utility. Enter SWE-Lancer—a rigorously constructed…

12/22/2025Code Generation, Software Engineering Evaluation, Technical Decision-making
Code-Optimise: Boost Code Correctness and Runtime Efficiency Without Trade-offs

Code-Optimise: Boost Code Correctness and Runtime Efficiency Without Trade-offs 2692

Modern code language models (CLMs) excel at generating functionally correct programs—but often at the cost of runtime efficiency. Conversely, efforts…

12/19/2025Code Generation, Model Optimization, Preference-based Learning
GLM-4.5: Open-Source MoE LLM for High-Performance Agentic Reasoning and Coding

GLM-4.5: Open-Source MoE LLM for High-Performance Agentic Reasoning and Coding 3288

GLM-4.5 is an open-source, high-performance Mixture-of-Experts (MoE) large language model engineered specifically for intelligent agents that need to reason, code,…

12/19/2025Agentic Reasoning, Code Generation, Mixture-of-Experts
CodeGen: Open-Source LLMs That Generate Code from Natural Language—Smarter, Faster, and Free

CodeGen: Open-Source LLMs That Generate Code from Natural Language—Smarter, Faster, and Free 5157

In today’s fast-paced software development landscape, the ability to translate natural language instructions into functional code is no longer science…

12/19/2025Code Generation, Code Infilling, Program Synthesis

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