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Mistral 7B V0.3 Chinese Chat 8bit by shenzhi-wang

 »  All LLMs  »  shenzhi-wang  »  Mistral 7B V0.3 Chinese Chat 8bit   URL Share it on

  16   
  Arxiv:2403.07691   8bit   Autotrain compatible Base model:mistralai/mistral-7... Base model:quantized:mistralai...   Conversational   En   Endpoints compatible   Gguf   Instruct   Llama-factory   Mistral   Orpo   Q8   Quantized   Region:us   Zh

Mistral 7B V0.3 Chinese Chat 8bit Benchmarks

LLME Score: 0.20724
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral 7B V0.3 Chinese Chat 8bit Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
text generation
Applications:
chat applications, role-playing, tool-use assistance, mathematics assistance
Primary Use Cases:
Chinese-English language support, role-playing scenarios
Supported Languages 
en (English), zh (Chinese)
Training Details 
Data Volume:
~100K preference pairs
Methodology:
ORPO (Odds Ratio Preference Optimization)
Context Length:
32768
Release Notes 
Version:
2024-05-26
Notes:
First model fine-tuned for Chinese and English users based on mistralai/Mistral-7B-Instruct-v0.3 with improved Chinese capabilities.
LLM NameMistral 7B V0.3 Chinese Chat 8bit
Repository 🤗https://huggingface.co/shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat-8bit 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.3   mistralai/Mistral-7B-Instruct-v0.3
Model Size7b
Required VRAM7.7 GB
Updated2024-11-21
Maintainershenzhi-wang
Model Typemistral
Instruction-BasedYes
Model Files  7.7 GB
Supported Languagesen zh
GGUF QuantizationYes
Quantization Typegguf|q8|8bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.0
Vocabulary Size32768
Torch Data Typebfloat16
Mistral 7B V0.3 Chinese Chat 8bit (shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat-8bit)

Best Alternatives to Mistral 7B V0.3 Chinese Chat 8bit

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Mistral 7B Instruct V0.2.gguf32K / 14.5 GB103
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Note: green Score (e.g. "73.2") means that the model is better than shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat-8bit.

Rank the Mistral 7B V0.3 Chinese Chat 8bit 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 v20241110
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