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  • Quickstart
    • 🧭Documentation Map
    • Setting Up
    • Supported SDKs
  • API REFERENCES
    • 📒All Model IDs
    • Text Models (LLM)
      • Alibaba Cloud
        • qwen-max
        • qwen-plus
        • qwen-turbo
        • Qwen2-72B-Instruct
        • Qwen2.5-7B-Instruct-Turbo
        • Qwen2.5-72B-Instruct-Turbo
        • Qwen2.5-Coder-32B-Instruct
        • Qwen-QwQ-32B
        • Qwen3-235B-A22B
      • Anthracite
        • magnum-v4
      • Anthropic
        • Claude 3 Haiku
        • Claude 3.5 Haiku
        • Claude 3 Opus
        • Claude 3 Sonnet
        • Claude 3.5 Sonnet
        • Claude 3.7 Sonnet
      • Cohere
        • command-r-plus
      • DeepSeek
        • DeepSeek V3
        • DeepSeek R1
        • DeepSeek Prover V2
      • Google
        • gemini-1.5-flash
        • gemini-1.5-pro
        • gemini-2.0-flash-exp
        • gemini-2.0-flash
        • gemini-2.5-flash-preview
        • gemini-2.5-pro-exp
        • gemini-2.5-pro-preview
        • gemma-2
        • gemma-3
      • Gryphe
        • MythoMax-L2-13b-Lite
      • Meta
        • Llama-3-chat-hf
        • Llama-3-8B-Instruct-Lite
        • Llama-3.1-8B-Instruct-Turbo
        • Llama-3.1-70B-Instruct-Turbo
        • Llama-3.1-405B-Instruct-Turbo
        • Llama-3.2-11B-Vision-Instruct-Turbo
        • Llama-3.2-90B-Vision-Instruct-Turbo
        • Llama-Vision-Free
        • Llama-3.2-3B-Instruct-Turbo
        • Llama-3.3-70B-Instruct-Turbo
        • Llama-4-scout
        • Llama-4-maverick
      • MiniMax
        • text-01
        • abab6.5s-chat
      • Mistral AI
        • codestral-2501
        • mistral-nemo
        • mistral-tiny
        • Mistral-7B-Instruct
        • Mixtral-8x22B-Instruct
        • Mixtral-8x7B-Instruct
      • NVIDIA
        • Llama-3.1-Nemotron-70B-Instruct-HF
        • llama-3.1-nemotron-70b
      • NeverSleep
        • llama-3.1-lumimaid
      • NousResearch
        • Nous-Hermes-2-Mixtral-8x7B-DPO
      • OpenAI
        • gpt-3.5-turbo
        • gpt-4
        • gpt-4-preview
        • gpt-4-turbo
        • gpt-4o
        • gpt-4o-mini
        • gpt-4o-audio-preview
        • gpt-4o-mini-audio-preview
        • gpt-4o-search-preview
        • gpt-4o-mini-search-preview
        • o1
        • o1-mini
        • o1-preview
        • o3-mini
        • gpt-4.5-preview
        • gpt-4.1
        • gpt-4.1-mini
        • gpt-4.1-nano
        • o4-mini
      • xAI
        • grok-beta
        • grok-3-beta
        • grok-3-mini-beta
    • Image Models
      • Flux
        • flux-pro
        • flux-pro/v1.1
        • flux-pro/v1.1-ultra
        • flux-realism
        • flux/dev
        • flux/dev/image-to-image
        • flux/schnell
      • Google
        • Imagen 3
        • Imagen 4 Preview
      • OpenAI
        • DALL·E 2
        • DALL·E 3
      • RecraftAI
        • Recraft v3
      • Stability AI
        • Stable Diffusion v3 Medium
        • Stable Diffusion v3.5 Large
    • Video Models
      • Alibaba Cloud
        • Wan 2.1 (Text-to-Video)
      • Google
        • Veo2 (Image-to-Video)
        • Veo2 (Text-to-Video)
      • Kling AI
        • v1-standard/image-to-video
        • v1-standard/text-to-video
        • v1-pro/image-to-video
        • v1-pro/text-to-video
        • v1.6-standard/text-to-video
        • v1.6-standard/image-to-video
        • v1.6-pro/image-to-video
        • v1.6-pro/text-to-video
        • v1.6-standard/effects
        • v1.6-pro/effects
        • v2-master/image-to-video
        • v2-master/text-to-video
      • Luma AI
        • Text-to-Video v2
        • Text-to-Video v1 (legacy)
      • MiniMax
        • video-01
        • video-01-live2d
      • Runway
        • gen3a_turbo
        • gen4_turbo
    • Music Models
      • MiniMax
        • minimax-music [legacy]
        • music-01
      • Stability AI
        • stable-audio
    • Voice/Speech Models
      • Speech-to-Text
        • stt [legacy]
        • Deepgram
          • nova-2
        • OpenAI
          • whisper-base
          • whisper-large
          • whisper-medium
          • whisper-small
          • whisper-tiny
      • Text-to-Speech
        • Deepgram
          • aura
    • Content Moderation Models
      • Meta
        • Llama-Guard-3-11B-Vision-Turbo
        • LlamaGuard-2-8b
        • Meta-Llama-Guard-3-8B
    • 3D-Generating Models
      • Stability AI
        • triposr
    • Vision Models
      • Image Analysis
      • OCR: Optical Character Recognition
        • Google
          • Google OCR
        • Mistral AI
          • mistral-ocr-latest
      • OFR: Optical Feature Recognition
    • Embedding Models
      • Anthropic
        • voyage-2
        • voyage-code-2
        • voyage-finance-2
        • voyage-large-2
        • voyage-large-2-instruct
        • voyage-law-2
        • voyage-multilingual-2
      • BAAI
        • bge-base-en
        • bge-large-en
      • Google
        • textembedding-gecko
        • text-multilingual-embedding-002
      • OpenAI
        • text-embedding-3-large
        • text-embedding-3-small
        • text-embedding-ada-002
      • Together AI
        • m2-bert-80M-retrieval
  • Solutions
    • Bagoodex
      • AI Search Engine
        • Find Links
        • Find Images
        • Find Videos
        • Find the Weather
        • Find a Local Map
        • Get a Knowledge Structure
    • OpenAI
      • Assistants
        • Assistant API
        • Thread API
        • Message API
        • Run and Run Step API
        • Events
  • Use Cases
    • Create Images: Illustrate an Article
    • Animate Images: A Children’s Encyclopedia
    • Create an Assistant to Discuss a Specific Document
    • Create a 3D Model from an Image
    • Create a Looped GIF for a Web Banner
    • Read Text Aloud and Describe Images: Support People with Visual Impairments
    • Find Relevant Answers: Semantic Search with Text Embeddings
    • Summarize Websites with AI-Powered Chrome Extension
  • Capabilities
    • Completion and Chat Completion
    • Streaming Mode
    • Code Generation
    • Thinking / Reasoning
    • Function Calling
    • Vision in Text Models (Image-To-Text)
    • Web Search
    • Features of Anthropic Models
    • Model comparison
  • FAQ
    • Can I use API in Python?
    • Can I use API in NodeJS?
    • What are the Pro Models?
    • How to use the Free Tier?
    • Are my requests cropped?
    • Can I call API in the asynchronous mode?
    • OpenAI SDK doesn't work?
  • Errors and Messages
    • General Info
    • Errors with status code 4xx
    • Errors with status code 5xx
  • Glossary
    • Concepts
  • Integrations
    • 🧩Our Integration List
    • Cline
    • Langflow
    • LiteLLM
    • Roo Code
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  • Overview
  • Models That Support Code Generation

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  1. Capabilities

Code Generation

PreviousStreaming ModeNextThinking / Reasoning

Last updated 2 months ago

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Overview

While all text models can write code in various languages upon request, some models are specifically trained for such tasks. These specialized models excel in generating functions, scripts, or even entire applications by understanding user intent and translating it into syntactically correct code. They support multiple programming languages and can provide solutions ranging from simple algorithms to complex system components.

Beyond code generation, AI models help with debugging, refactoring, and optimization. Developers can ask for explanations of code snippets, receive suggestions for improvements, or convert code between languages. This capability streamlines development workflows, reduces repetitive tasks, and enhances productivity.

Models That Support Code Generation

Let's go over this again: any can generate some code based on your request. However, here is a list of models specifically trained for this by the developer:

mistralai/codestral-2501
Qwen/Qwen2.5-Coder-32B-Instruct
text chat model