Deepseek Coder 5.7bmqa Base AWQ by TheBloke

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Deepseek Coder 5.7bmqa Base AWQ 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 5.7bmqa Base AWQ (TheBloke/deepseek-coder-5.7bmqa-base-AWQ)

Deepseek Coder 5.7bmqa Base AWQ Parameters and Internals

Model Type 
deepseek
Use Cases 
Primary Use Cases:
code completion, code insertion, repository-level code completion
Supported Languages 
en (English), zh (Chinese)
Training Details 
Data Sources:
2 trillion tokens with 87% code and 13% linguistic data
Data Volume:
2T tokens
Context Length:
16000
Model Architecture:
Multi Query Attention
Input Output 
Input Format:
{prompt}
LLM NameDeepseek Coder 5.7bmqa Base AWQ
Repository 🤗https://huggingface.co/TheBloke/deepseek-coder-5.7bmqa-base-AWQ 
Model NameDeepseek Coder 5.7Bmqa Base
Model CreatorDeepSeek
Base Model(s)  deepseek-ai/deepseek-coder-5.7bmqa-base   deepseek-ai/deepseek-coder-5.7bmqa-base
Model Size991.8m
Required VRAM3.4 GB
Updated2025-02-22
MaintainerTheBloke
Model Typedeepseek
Model Files  3.4 GB
AWQ QuantizationYes
Quantization Typeawq
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<|begin▁of▁sentence|>
End of Sentence Token<|end▁of▁sentence|>
Vocabulary Size32256
Torch Data Typefloat16

Rank the Deepseek Coder 5.7bmqa Base AWQ 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 v20241227