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Deepseek Llm 7B Chat by deepseek-ai

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  Autotrain compatible   Conversational   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/deepseek-ai/deepseek-llm-7b-chat 

Deepseek Llm 7B Chat Benchmarks

MMLU Pro: 12.59
GPQA: 2.13
MUSR: 19.21
BBH: 11.26
IFEval: 41.71 vs 88 (so35)-52.6%
ARC: 42.5 vs 96.7 (so35)-56%
HellaSwag: 56.1 vs 95.3 (gpt4)-41.1%
MMLU: 44 vs 88.3 (so35)-50.2%
TruthfulQA: 47.92 vs 59 (gpt4)-18.8%
WinoGrande: 74.9 vs 87.5 (gpt4)-14.4%
GSM8K: 55.6 vs 96.4 (so35)-42.3%
OpenCompas: 37.1 vs 73.3 (gpt4)-49.4%
Exam: 37.8 vs 77.2 (gpt4)-51%
Language: 22.2 vs 62 (gpt4)-64.2%
Knowledge: 40 vs 73.5 (gpt4)-45.6%
Understand: 31.7 vs 70 (gpt4)-54.7%
Reasoning: 42.2 vs 74.4 (gpt4)-43.3%
MATH Lvl 5: 2.04
LLME Score: 0.30221
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepseek Llm 7B Chat (deepseek-ai/deepseek-llm-7b-chat)

Deepseek Llm 7B Chat Parameters and Internals

Model Type 
text generation
Additional Notes 
The model is open-source, comes with an MIT License for code, and is subject to a separate model license.
Supported Languages 
English (fluent), Chinese (fluent)
Training Details 
Data Volume:
2 trillion tokens
Methodology:
scratch with fine-tuning
Input Output 
Input Format:
structured as chat messages
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Avoid using system prompts as they are not compatible with the model version.
LLM NameDeepseek Llm 7B Chat
Repository 🤗https://huggingface.co/deepseek-ai/deepseek-llm-7b-chat 
Model Size7b
Required VRAM13.9 GB
Updated2025-04-04
Maintainerdeepseek-ai
Model Typellama
Model Files  10.0 GB: 1-of-2   3.9 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.33.1
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<｜end▁of▁sentence｜>
Vocabulary Size102400
Torch Data Typebfloat16

Quantized Models of the Deepseek Llm 7B Chat

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VRAM
Deepseekq0704 GB
Deepseek Llm 7B Chat GGUF2757343 GB
Deepseek LLM 7B Chat GGUF311092 GB
Deepseek Llm 7B Chat AWQ24204 GB
Deepseekq004 GB

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Rank the Deepseek Llm 7B Chat 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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