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Deepseek Coder 1.3B Base AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  Deepseek Coder 1.3B Base AWQ   URL Share it on

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  4-bit   Autotrain compatible   Awq Base model:deepseek-ai/deepsee... Base model:quantized:deepseek-...   Codegen   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/deepseek-coder-1.3b-base-AWQ 

Deepseek Coder 1.3B Base AWQ Benchmarks

LLME Score: 0.12807
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepseek Coder 1.3B Base AWQ (TheBloke/deepseek-coder-1.3b-base-AWQ)
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Deepseek Coder 1.3B Base AWQ Parameters and Internals

Model Type 
deepseek
Use Cases 
Areas:
Research, Commercial applications
Primary Use Cases:
Code completion, Code insertion, Project-level code understanding
Limitations:
Limited to code and related linguistic input processing
Considerations:
Ensure usage aligns with the code model's focus on programming tasks.
Additional Notes 
Part of a series of code language models starting from 1B to 33B versions. Model size of 1.3B for this variant.
Supported Languages 
English (fluent), Chinese (fluent)
Training Details 
Data Sources:
2T tokens including 87% code and 13% linguistic data
Data Volume:
2T tokens
Methodology:
Pre-trained with a window size of 16K and fill-in-the-blank task for code completion.
Context Length:
16384
Model Architecture:
Multi-Head Attention
Input Output 
Input Format:
{prompt}
Accepted Modalities:
text
Output Format:
Generated code or text completion
LLM NameDeepseek Coder 1.3B Base AWQ
Repository 🤗https://huggingface.co/TheBloke/deepseek-coder-1.3b-base-AWQ 
Model NameDeepseek Coder 1.3B Base
Model CreatorDeepSeek
Base Model(s)  deepseek-ai/deepseek-coder-1.3b-base   deepseek-ai/deepseek-coder-1.3b-base
Model Size1.3b
Required VRAM0.9 GB
Updated2025-09-23
MaintainerTheBloke
Model Typedeepseek
Model Files  0.9 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

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/deepseek-coder-1.3b-base-AWQ.

Rank the Deepseek Coder 1.3B 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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