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Mistral 7B V0.3 Chinese Chat F16 by shenzhi-wang

 »  All LLMs  »  shenzhi-wang  »  Mistral 7B V0.3 Chinese Chat F16   URL Share it on

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  Arxiv:2403.07691   Autotrain compatible Base model:mistralai/mistral-7... Base model:quantized:mistralai...   Conversational   En   Endpoints compatible   Fp16   Gguf   Instruct   Llama-factory   Mistral   Orpo   Quantized   Region:us   Zh
Model Card on HF 🤗: https://huggingface.co/shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat-f16 

Mistral 7B V0.3 Chinese Chat F16 Benchmarks

LLME Score: 0.19554
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 F16 (shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat-f16)

Mistral 7B V0.3 Chinese Chat F16 Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
Chinese & English language interaction
Applications:
Roleplay, Mathematics, Tool use
Primary Use Cases:
Chinese and English communication
Additional Notes 
First model fine-tuned specifically for Chinese and English users based on mistralai/Mistral-7B-Instruct-v0.3, reducing mixed language issues.
Supported Languages 
en (Proficient), zh (Proficient)
Training Details 
Data Sources:
Mixed Chinese-English dataset
Data Volume:
~100K preference pairs
Methodology:
ORPO (Reference-free Monolithic Preference Optimization)
Context Length:
32768
Model Architecture:
Instruction-tuned Language Model
Release Notes 
Version:
v0.3
Date:
May 26, 2024
Notes:
Introduction of Mistral-7B-v0.3-Chinese-Chat, fine-tuned for Chinese and English users with enhancements in various functionalities.
LLM NameMistral 7B V0.3 Chinese Chat F16
Repository 🤗https://huggingface.co/shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat-f16 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.3   mistralai/Mistral-7B-Instruct-v0.3
Model Size7b
Required VRAM14.5 GB
Updated2025-03-12
Maintainershenzhi-wang
Model Typemistral
Instruction-BasedYes
Model Files  14.5 GB
Supported Languagesen zh
GGUF QuantizationYes
Quantization Typefp16|gguf
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.0
Vocabulary Size32768
Torch Data Typebfloat16

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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-f16.

Rank the Mistral 7B V0.3 Chinese Chat F16 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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