Deepseek Llm 7B Chat by deepseek-ai

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Deepseek Llm 7B Chat Benchmarks

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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  
Deepseek Llm 7B Chat (deepseek-ai/deepseek-llm-7b-chat)

Quantized Models of the Deepseek Llm 7B Chat

Deepseek Llm 7B Chat GGUF179273 GB
Deepseek LLM 7B Chat GGUF31622 GB
Deepseek Llm 7B Chat AWQ1254 GB
Deepseek Llm 7B Chat GPTQ0334 GB

Best Alternatives to Deepseek Llm 7B Chat

Best Alternatives
HF Rank
Smaugv0.1 3.0bpw H6 EXL260.1195K / 13.9 GB61
Smaugv0.1 4.0bpw H6 EXL260.1195K / 18 GB21
Smaugv0.1 4.65bpw H6 EXL260.1195K / 20.8 GB51
Smaugv0.1 5.0bpw H6 EXL260.1195K / 22.3 GB53
Smaugv0.1 6.0bpw H6 EXL260.1195K / 26.4 GB64
Smaugv0.1 8.0bpw H8 EXL260.1195K / 34.9 GB41
...p 0.05 Max Grad1.0 Grad Accu1660.132K / 14.4 GB50
...p 0.05 Max Grad1.0 Grad Accu1660.132K / 14.4 GB50
...p 0.05 Max Grad1.0 Grad Accu1660.132K / 14.4 GB50
...p 0.05 Max Grad1.0 Grad Accu1660.132K / 14.4 GB50
Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/deepseek-llm-7b-chat.

Deepseek Llm 7B Chat Parameters and Internals

LLM NameDeepseek Llm 7B Chat
RepositoryOpen on 🤗 
Model Size7b
Required VRAM13.9 GB
Model Typellama
Model Files  10.0 GB: 1-of-2   3.9 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
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
Initializer Range0.02
Torch Data Typebfloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024040901