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  license: apache-2.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  license: apache-2.0
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+ language:
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+ - en
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+ base_model:
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+ - Qwen/Qwen3-Coder-Next
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+ tags:
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+ - coder
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+ - Qwenn
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+ - gguf
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+ - ollama
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+ - llama.cpp
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+ - Smart
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+ - Agent
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+ - Coding
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+ - developer-tools
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+ - developer
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+ - local-ai
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  ---
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+ ````markdown
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+ # ๐Ÿš€ Quick Start
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+
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+ ## Run directly with Ollama
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+
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+ You can download and run MidnightCoder-80B directly from Ollama:
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+
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+ ```bash
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+ ollama run midnightcoderagent/MidnightCoder-80B
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+ ```
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+
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+ Or pull it first:
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+
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+ ```bash
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+ ollama pull midnightcoderagent/MidnightCoder-80B
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+ ```
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+
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+ Then run it anytime:
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+
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+ ```bash
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+ ollama run midnightcoderagent/MidnightCoder-80B
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+ ```
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+
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+ The model will be downloaded automatically the first time and cached locally for future use.
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+
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+ ---
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+
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+ ## Download the GGUF
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+
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+ If you prefer using **llama.cpp**, **LM Studio**, or another GGUF-compatible runtime, you can download the GGUF files directly from this repository.
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+
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+ ---
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+
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+ # ๐Ÿš€ SmartContext Optimization
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+
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+ One of the flagship features of **Midnight Coder** is **SmartContext**.
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+
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+ Instead of sending the entire conversation and every project file to the language model, SmartContext intelligently analyzes the current task and forwards only the information that is actually relevant.
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+
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+ In real-world software engineering workflows, SmartContext reduces the amount of context sent from **Midnight Coder** to the model by approximately **45%** while maintaining coding quality.
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+
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+ Benefits include:
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+
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+ - โšก Around **45% less prompt context**
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+ - ๐Ÿš€ Faster agent iterations
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+ - ๐Ÿ’พ Lower token usage
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+ - ๐Ÿ“‚ Better handling of large repositories
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+ - ๐Ÿง  More efficient use of long-context models
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+ - ๐Ÿ”ฅ Excellent local performance, even on older hardware
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+
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+ SmartContext is implemented entirely by the **Midnight Coder** agent, requiring no modifications to the model itself.
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+ ````