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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

  137   
  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: 0.20455
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 (shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat)

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
Updated2025-01-17
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

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

Model
Likes
Downloads
VRAM
...B V0.3 Chinese Chat Uncensored447514 GB

Best Alternatives to Mistral 7B V0.3 Chinese Chat

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB37159
SpydazWeb AI HumanAI RP512K / 14.4 GB211
SpydazWeb AI HumanAI 002512K / 14.4 GB171
...daz Web AI ChatML 512K Project512K / 14.5 GB120
... Summarize 64K QLoRANET Merged128K / 4.1 GB180
...1 Summarize 64K LoRANET Merged128K / 14.4 GB200
Mistral 7B Instruct V0.232K / 14.4 GB38650322614
Mistral 7B Instruct V0.132K / 14.4 GB27741291543
...ity Instruct 7M Gen Mistral 7B32K / 14.4 GB38095
...ty Instruct 3M 0613 Mistral 7B32K / 14.4 GB608011
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 v20241227
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