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Deepseek Coder 6.7B Instruct by deepseek-ai

 »  All LLMs  »  deepseek-ai  »  Deepseek Coder 6.7B Instruct   URL Share it on

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  Autotrain compatible   Codegen   Conversational   Endpoints compatible   Instruct   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-instruct 

Deepseek Coder 6.7B Instruct Benchmarks

ARC: 38.14 vs 96.7 (so35)-60.6%
HellaSwag: 55.09 vs 95.3 (gpt4)-42.2%
MMLU: 39.02 vs 88.3 (so35)-55.8%
TruthfulQA: 45.56 vs 59 (gpt4)-22.8%
WinoGrande: 56.83 vs 87.5 (gpt4)-35.1%
GSM8K: 26.76 vs 96.4 (so35)-72.2%
HumanEvalA: 48.17
Python Eva: 80.22 vs 92 (so35)-12.8%
Java Eval: 53.34
Javascript: 65.8
CPP Eval: 59.66
PHP Eval: 59.4
Julia Eval: 38.84
D Eval: 21.59
Lua Eval: 47.78
R Eval: 38.56
Racket Eva: 20.87
Rust Eval: 47.73
Swift Eval: 44.22
LLME Score: 0.23924
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 (deepseek-ai/deepseek-coder-6.7b-instruct)
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Deepseek Coder 6.7B Instruct Parameters and Internals

Model Type 
code generation
Use Cases 
Areas:
coding assistant, software development
Applications:
code completion, project-level code corpus analysis
Primary Use Cases:
code completion, code infilling
Supported Languages 
English (fluent), Chinese (fluent)
Training Details 
Data Sources:
2T tokens consisting of 87% code and 13% natural language in both English and Chinese
Data Volume:
2T tokens
Context Length:
16000
Input Output 
Accepted Modalities:
text
LLM NameDeepseek Coder 6.7B Instruct
Repository 🤗https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-instruct 
Model Size7b
Required VRAM13.5 GB
Updated2025-10-12
Maintainerdeepseek-ai
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2   10.0 GB: 1-of-2   3.5 GB: 2-of-2
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.34.1
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<|EOT|>
Vocabulary Size32256
Torch Data Typebfloat16

Quantized Models of the Deepseek Coder 6.7B Instruct

Model
Likes
Downloads
VRAM
...pseek Coder 6.7B Instruct GGUF224234752 GB
...pseek Coder 6.7B Instruct GGUF820572 GB
...epseek Coder 6.7B Instruct AWQ1716493 GB
...pseek Coder 6.7B Instruct GPTQ2511653 GB

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Rank the Deepseek Coder 6.7B Instruct 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 v20241124
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