Deepseek Coder 6.7B Instruct GGUF by TheBloke

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Base model:deepseek-ai/deepsee... Base model:quantized:deepseek-...   Codegen   Deepseek   Gguf   Instruct   Quantized   Region:us

Deepseek Coder 6.7B Instruct GGUF Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepseek Coder 6.7B Instruct GGUF (TheBloke/deepseek-coder-6.7B-instruct-GGUF)

Deepseek Coder 6.7B Instruct GGUF Parameters and Internals

Model Type 
deepseek
Use Cases 
Areas:
code generation, code completion
Applications:
programming, software development
Primary Use Cases:
code generation, code completion
Supported Languages 
English (High), Chinese (Moderate)
Training Details 
Data Sources:
Project-level code corpus
Data Volume:
2T tokens
Methodology:
Filled with a window size of 16K and fill-in-the-blank task
Context Length:
16000
Input Output 
Input Format:
Prompt-based input using a predefined template
Accepted Modalities:
text
Output Format:
Generated code
LLM NameDeepseek Coder 6.7B Instruct GGUF
Repository ๐Ÿค—https://huggingface.co/TheBloke/deepseek-coder-6.7B-instruct-GGUF 
Model NameDeepseek Coder 6.7B Instruct
Model CreatorDeepSeek
Base Model(s)  deepseek-ai/deepseek-coder-6.7b-instruct   deepseek-ai/deepseek-coder-6.7b-instruct
Model Size6.7b
Required VRAM2.8 GB
Updated2024-12-22
MaintainerTheBloke
Model Typedeepseek
Instruction-BasedYes
Model Files  2.8 GB   3.6 GB   3.3 GB   3.0 GB   3.8 GB   4.1 GB   3.9 GB   4.7 GB   4.8 GB   4.7 GB   5.5 GB   7.2 GB
GGUF QuantizationYes
Quantization Typegguf
Generates CodeYes
Model ArchitectureAutoModel
Licenseother

Rank the Deepseek Coder 6.7B Instruct GGUF Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217