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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: 1.81
LLME Score: 0.28173
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
Updated2024-12-22
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

Model
Likes
Downloads
VRAM
Deepseekq0704 GB
Deepseek Llm 7B Chat GGUF177883 GB
Deepseek LLM 7B Chat GGUF27152 GB
Deepseek Llm 7B Chat AWQ1174 GB
Deepseekq004 GB

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Lloma Step40064K / 13.5 GB800
Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/deepseek-llm-7b-chat.

Rank the Deepseek Llm 7B Chat 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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