facebookresearch/cwm

• highreadme#1

  Reposition the README H1 and opening paragraph to specify 'Code Generation LLM'

  原因：

  当前

  # Code World Model
  
  Code World Model (CWM) is a 32-billion-parameter open-weights LLM, to advance research on code generation with world models.

  复制粘贴的修复

  复制

  # Code World Model (CWM): A 32B-Parameter LLM for Code Generation and Reasoning
  
  This repository contains research artifacts for the Code World Model (CWM), a 32-billion-parameter open-weights Large Language Model specifically designed to advance research on code generation, understanding program state, and multi-turn software engineering tasks.

  待办完成忽略
• hightopics#2

  Add specific topics to improve categorization

  原因：

  复制粘贴的修复

  复制

  large-language-model, llm, code-generation, code-llm, program-synthesis, software-engineering, world-model, research, python

  待办完成忽略
• mediumlicense#3

  Clarify the existing license in the README

  原因：

  复制粘贴的修复

  复制

  ## License
  
  This project is licensed under the terms found in the [LICENSE](LICENSE) file. Please review the LICENSE file for specific details regarding usage and distribution.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  What open-source large language models are best for code generation and understanding program state?

  你：未被推荐
  AI 推荐顺序：

  1. Code Llama
  2. DeepSeek Coder
  3. StarCoder2
  4. Phind-CodeLlama
  5. WizardCoder
  6. Mistral-7B-Instruct-v0.2

  AI 推荐了 6 个替代方案，却始终没点名 facebookresearch/cwm。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  Seeking an LLM to assist with multi-turn software engineering tasks and verifiable code completion.

  你：未被推荐
  AI 推荐顺序：

  1. GitHub Copilot Enterprise
  2. Google Cloud Vertex AI Code Assist
  3. OpenAI GPT-4
  4. Anthropic Claude 3 Opus
  5. Code Llama (facebookresearch/codellama)
  6. Tabnine Enterprise
  7. JetBrains AI Assistant

  AI 推荐了 7 个替代方案，却始终没点名 facebookresearch/cwm。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of facebookresearch/cwm?

  pass
  ✓AI 明确点名了 facebookresearch/cwm

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts facebookresearch/cwm in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 facebookresearch/cwm

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo facebookresearch/cwm solve, and who is the primary audience?

  pass
  ⚠AI 未点名 facebookresearch/cwm —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？