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Deepseek Coder 7B Instruct V1.5 by deepseek-ai

 »  All LLMs  »  deepseek-ai  »  Deepseek Coder 7B Instruct V1.5   URL Share it on

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  Autotrain compatible   Codegen   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/deepseek-coder-7b-instruct-v1.5 

Deepseek Coder 7B Instruct V1.5 Benchmarks

ARC: 48.55 vs 96.7 (so35)-49.8%
HellaSwag: 72.35 vs 95.3 (gpt4)-24.1%
MMLU: 50.45 vs 88.3 (so35)-42.9%
TruthfulQA: 46.73 vs 59 (gpt4)-20.8%
WinoGrande: 66.85 vs 87.5 (gpt4)-23.6%
GSM8K: 20.39 vs 96.4 (so35)-78.8%
LLME Score: 0.23964
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepseek Coder 7B Instruct V1.5 (deepseek-ai/deepseek-coder-7b-instruct-v1.5)
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Deepseek Coder 7B Instruct V1.5 Parameters and Internals

Model Type 
text generation
Training Details 
Data Volume:
2T tokens for pre-training and 2B tokens for fine-tuning
Methodology:
Pre-trained with next token prediction and fine-tuned on instruction data
Context Length:
4096
LLM NameDeepseek Coder 7B Instruct V1.5
Repository 🤗https://huggingface.co/deepseek-ai/deepseek-coder-7b-instruct-v1.5 
Model Size7b
Required VRAM13.9 GB
Updated2025-09-23
Maintainerdeepseek-ai
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   3.9 GB: 3-of-3
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<|EOT|>
Vocabulary Size102400
Torch Data Typebfloat16

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Rank the Deepseek Coder 7B Instruct V1.5 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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