#codemodels نتائج البحث

Great deep-dive on Code LLMs 🔍 from 29+ top research labs in China: -Maps the full Code LLM lifecycle -General vs code-focused models -Design trade-offs, scaling + training frameworks -Why benchmark scores ≠ real-world sw performance 🔗arxiv.org/abs/2511.18538 #ai4all #ai4good

Honestly my go to coding model for most use is Cursor 1. Nearly instant speed so much you can iterate 10x faster even if it takes a few more attempts than bigger models. I use Codex 5.1 for cloud based tasks that are asynchronous It can knock most things out first try from my…

Seeing Codex-Max land in both GitHub Copilot and VS Code on the same day says a lot about where coding is heading: models are slowly becoming part of the editor itself, not just an add-on. The interesting part will be how each platform builds its own “agent layer” on top that’s…

CodeMender is built on Gemini Deep Think models multi-step reasoning LLMs that can analyze, debug, and validate code fixes autonomously. It’s not just scanning for CVEs. It’s understanding execution flow, data flow, and logic then generating a patch that survives real-world…

Authors show MLLMs fail on simple image shifts and introduce CodeVision: a code-as-tool that lets models generate code to run any image operation. Trained with SFT then RL, it boosts robustness, flexible tool composition, and runtime error recovery. Code released.

Comprehensive analysis of Code LLMs 🔥 co-written by 29+ top research labs in China. ✨ Covers the whole Code LLM lifecycle ✨ Compares general vs. code-focused models ✨ Clear analysis of design choices and trade-offs ✨ Focus on gaps between benchmarks and real-world software…

A wild idea for a coding model: runtime/compiler as the world model Before the model generates code, it has already run and compiled the code in its latent spaces and preemptively tested and debugged it A model with an internal runtime/compiler as its world model

Behold, the bible of code foundation models. A mixed team from over a dozen institutions put together almost 200 pages of survey on different paradigms for program synthesis. 1000+ references and some nice figures. Seems like a solid resource.

My current favorite models for coding: Claude Opus 4.5 for planning and complex analysis Composer 1 for implementation Gemini 3 for visual reasoning

A taxonomy of selected open-source code models, grouped by their architecture.

An overview of the evolution of code large language models (Code-LLMs) and related ecosystems from 2021 to 2025.

Taxonomy of selected open-source code models grouped by architecture.

Overview of the evolution of code large language models (Code-LLMs) and related ecosystems from 2021 to 2025.

Drowning in code-LLM papers? This repo curates 1000+ models, datasets & benchmarks with TMLR survey backing—your living map to the code-AI frontier. github.com/codefuse-ai/Aw…

great freakin coding model right now is free in cursor

Practical guide that tests code LLMs across the lifecycle—data, training, RL, prompting, and agents—and probes why benchmarks often miss in real repos. Useful for teams building or evaluating in-house code models/agents; probably not for developers who just use Copilot.

Claude Opus 4.5 Is The Best Coding Model Available lesswrong.com/posts/HtdrtF5k…

Then how is it relevant that "claude models are not the best coders". It's pretty obvious that claude and codex are in contention for being the top coding models.

gpt-5.1-codex-max is still the best coding model i've used so far it's slow as hell most of the time and not great at frontend design unless you're super specific but for backend stuff in pure python, it basically oneshots whatever i ask

📌 CodeMachine is a CLI-native orchestration platform that uses coordinated multi-agent AI workflows to adaptively transform specification files into production-ready code. ⚡️ 🔗 github.com/moazbuilds/Cod… #TypeScript

Snowflake AI Research Introduces Arctic-SnowCoder-1.3B: A New 1.3B Model that is SOTA Among Small Language Models for Code itinai.com/snowflake-ai-r… #SnowflakeAI #SnowCoder #CodeModels #DataQuality #AIResearch #ai #news #llm #ml #research #ainews #innovation #artificialintellig…

Check out these #AIModels with their usability. Be it text models for language, code models, image models, or audio models, AI has the potential to transform technology. #TextModels #CodeModels #ImageModels #AudioModels markovate.com/generative-ai-…