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Deepseek Coder 6.7B Base GGUF by TheBloke

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Base model:deepseek-ai/deepsee... Base model:quantized:deepseek-...   Codegen   Deepseek   Gguf   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/TheBloke/deepseek-coder-6.7B-base-GGUF 

Deepseek Coder 6.7B Base GGUF Benchmarks

LLME Score: 0.16927
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 Base GGUF (TheBloke/deepseek-coder-6.7B-base-GGUF)

Deepseek Coder 6.7B Base GGUF Parameters and Internals

Model Type 
deepseek
Use Cases 
Areas:
Coding, Software Development
Applications:
Code completion, Code insertion, Repository-level code completion
Primary Use Cases:
Generate code snippets, Fill in the blanks in code, Complete existing code projects
Additional Notes 
The model supports project-level code completion and infilling tasks with a window size of 16K.
Supported Languages 
English (Advanced), Chinese (Advanced)
Training Details 
Data Sources:
Code and natural language data
Data Volume:
2T tokens
Methodology:
Pre-trained on project-level code corpus with 87% code and 13% natural language using a window size of 16K
Context Length:
16000
Model Architecture:
Multi-Head Attention
LLM NameDeepseek Coder 6.7B Base GGUF
Repository 🤗https://huggingface.co/TheBloke/deepseek-coder-6.7B-base-GGUF 
Model NameDeepseek Coder 6.7B Base
Model CreatorDeepSeek
Base Model(s)  deepseek-ai/deepseek-coder-6.7b-base   deepseek-ai/deepseek-coder-6.7b-base
Model Size6.7b
Required VRAM2.8 GB
Updated2024-12-22
MaintainerTheBloke
Model Typedeepseek
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

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/deepseek-coder-6.7B-base-GGUF.

Rank the Deepseek Coder 6.7B Base GGUF Capabilities

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Instruction Following and Task Automation  
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Censorship and Alignment  
Data Analysis and Insight Generation  
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Release v20241217
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