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Deepseek Coder 1.3B Instruct AWQ by TheBloke

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

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

Deepseek Coder 1.3B Instruct AWQ Benchmarks

LLME Score: 0.14317
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 Instruct AWQ (TheBloke/deepseek-coder-1.3b-instruct-AWQ)

Deepseek Coder 1.3B Instruct AWQ Parameters and Internals

Model Type 
deepseek
Use Cases 
Areas:
Research, Commercial applications
Applications:
AI programming assistance, Code completion
Primary Use Cases:
Project-level code completion, Infilling tasks
Limitations:
Can only answer computer science related questions, Refuses politically sensitive or non-CS questions
Considerations:
Model is designed specifically for computer science queries
Supported Languages 
en (high), zh (high)
Training Details 
Data Sources:
Project-level code corpus
Data Volume:
2T tokens, including 87% code and 13% linguistic data in English and Chinese
Methodology:
Fine-tuned on 2B tokens of instruction data with fill-in-the-blank task for code completion
Context Length:
16000
Input Output 
Input Format:
Instruction based prompts
Accepted Modalities:
text
Output Format:
Text responses
LLM NameDeepseek Coder 1.3B Instruct AWQ
Repository 🤗https://huggingface.co/TheBloke/deepseek-coder-1.3b-instruct-AWQ 
Model NameDeepseek Coder 1.3B Instruct
Model CreatorDeepSeek
Base Model(s)  deepseek-ai/deepseek-coder-1.3b-instruct   deepseek-ai/deepseek-coder-1.3b-instruct
Model Size1.3b
Required VRAM0.9 GB
Updated2025-03-12
MaintainerTheBloke
Model Typedeepseek
Instruction-BasedYes
Model Files  0.9 GB
AWQ QuantizationYes
Quantization Typeawq
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<|EOT|>
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-instruct-AWQ.

Rank the Deepseek Coder 1.3B Instruct 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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Release v20241227
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