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Deepseek Coder 33B Base by deepseek-ai

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  Autotrain compatible   Codegen   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/deepseek-coder-33b-base 

Deepseek Coder 33B Base Benchmarks

HumanEvalA: 38.07
Python Eva: 52.45 vs 92 (so35)-43%
Java Eval: 43.77
Javascript: 51.28
CPP Eval: 51.22
PHP Eval: 41.76
Julia Eval: 32.83
D Eval: 17.41
Lua Eval: 36.51
R Eval: 26.76
Racket Eva: 23.37
Rust Eval: 43.78
Swift Eval: 35.75
LLME Score: 0.138
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepseek Coder 33B Base (deepseek-ai/deepseek-coder-33b-base)
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Deepseek Coder 33B Base Parameters and Internals

Model Type 
code generation, code completion
Use Cases 
Areas:
Research, Commercial applications
Applications:
Project-level code completion, Infilling tasks
Primary Use Cases:
Code generation, Code completion, Repository-level code completion
Limitations:
Not specified
Supported Languages 
English (High proficiency), Chinese (High proficiency)
Training Details 
Data Sources:
Project-level code corpus
Data Volume:
2 trillion tokens
Methodology:
Grouped-Query Attention
Context Length:
16000
Input Output 
Accepted Modalities:
Text
LLM NameDeepseek Coder 33B Base
Repository 🤗https://huggingface.co/deepseek-ai/deepseek-coder-33b-base 
Model Size33b
Required VRAM66.5 GB
Updated2025-10-05
Maintainerdeepseek-ai
Model Typellama
Model Files  9.7 GB: 1-of-7   9.9 GB: 2-of-7   9.9 GB: 3-of-7   9.8 GB: 4-of-7   9.9 GB: 5-of-7   9.9 GB: 6-of-7   7.4 GB: 7-of-7   9.7 GB: 1-of-7   9.9 GB: 2-of-7   9.9 GB: 3-of-7   9.8 GB: 4-of-7   9.9 GB: 5-of-7   9.9 GB: 6-of-7   7.4 GB: 7-of-7
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<｜end▁of▁sentence｜>
Vocabulary Size32256
Torch Data Typebfloat16

Quantized Models of the Deepseek Coder 33B Base

Model
Likes
Downloads
VRAM
Deepseek Coder 33B Base GGUF8227514 GB
Deepseek Coder 33B Base GPTQ22417 GB
Deepseek Coder 33B Base AWQ3918 GB

Best Alternatives to Deepseek Coder 33B Base

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Context / RAM
Downloads
Likes
ReflectionCoder DS 33B16K / 67 GB97424
Deepseek Wizard 33B Slerp16K / 35.3 GB60
Deepseek Coder 33B Instruct16K / 66.5 GB6956541
WhiteRabbitNeo 33B V116K / 67 GB172987
ValidateAI 3 33B Ties16K / 66.5 GB70
ValidateAI 2 33B AT16K / 66.5 GB50
Everyone Coder 33B Base16K / 66.5 GB620
Fortran2Cpp16K / 67.3 GB74
F2C Translator16K / 67.3 GB01
Llm4decompile 33B16K / 66.5 GB18
Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/deepseek-coder-33b-base.

Rank the Deepseek Coder 33B Base Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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