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

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

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  Arxiv:2403.07691   Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Conversational   Doi:10.57967/hf/2317   En   Endpoints compatible   Instruct   Llama-factory   Mistral   Orpo   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat 

Mistral 7B V0.3 Chinese Chat Benchmarks

LLME Score: 0.17362
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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Mistral 7B V0.3 Chinese Chat Parameters and Internals

Model Type 
instruction-tuned, text-generation
Supported Languages 
en (English), zh (Chinese)
Training Details 
Data Volume:
~100K preference pairs
Methodology:
ORPO
Context Length:
32768
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. Significant improvements in Chinese capabilities and roleplaying, mathematics, tool use, etc.
LLM NameMistral 7B V0.3 Chinese Chat
Repository 🤗https://huggingface.co/shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.3   mistralai/Mistral-7B-Instruct-v0.3
Model Size7b
Required VRAM14.5 GB
Updated2025-06-09
Maintainershenzhi-wang
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen zh
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32768
Torch Data Typebfloat16
Mistral 7B V0.3 Chinese Chat (shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat)

Quantized Models of the Mistral 7B V0.3 Chinese Chat

Model
Likes
Downloads
VRAM
...B V0.3 Chinese Chat Uncensored641214 GB

Best Alternatives to Mistral 7B V0.3 Chinese Chat

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB168216
SpydazWeb AI HumanAI RP512K / 14.4 GB161
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
... Summarize 64K QLoRANET Merged128K / 4.1 GB100
...1 Summarize 64K LoRANET Merged128K / 14.4 GB200
Mistral 7B Instruct V0.232K / 14.4 GB33160952630
Mistral 7B Instruct V0.132K / 14.4 GB2531581710
Mixtral AI CyberCoder32K / 14.3 GB00
...ity Instruct 7M Gen Mistral 7B32K / 14.4 GB15745
Note: green Score (e.g. "73.2") means that the model is better than shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat.

Rank the Mistral 7B V0.3 Chinese 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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Release v20241124
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