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Chinese Mistral 7B Instruct V0.1 by itpossible

 »  All LLMs  »  itpossible  »  Chinese Mistral 7B Instruct V0.1   URL Share it on

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  Autotrain compatible   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/itpossible/Chinese-Mistral-7B-Instruct-v0.1 

Chinese Mistral 7B Instruct V0.1 Benchmarks

LLME Score: 0.16086
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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Chinese Mistral 7B Instruct V0.1 Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Commercial applications
Limitations:
Model might generate misleading or harmful content
Considerations:
Developers must conduct safety tests before deployment
Additional Notes 
Chinese-Mistral-7B shows increased compression efficiency, indicating effective handling of Chinese text.
Supported Languages 
Chinese (Enhanced Support)
Training Details 
Data Sources:
WanJuan, baike2018qa, Dolma, gutenberg-books
Methodology:
Word expansion and incremental pre-training focused on Chinese vocabulary
Model Architecture:
7 billion parameter Mistral architecture
Release Notes 
Version:
0.1
Date:
2024-03-31
Notes:
Release of the base model with Chinese vocabulary extensions.
Version:
0.1
Date:
2024-04-04
Notes:
Release of Chinese-Mistral-7B-Instruct-v0.1 with additional fine-tuning.
Version:
0.2
Date:
2024-08-31
Notes:
Release of Chinese-Mistral-7B-Instruct-v0.2 enhanced with a large corpus of high-quality data.
LLM NameChinese Mistral 7B Instruct V0.1
Repository 🤗https://huggingface.co/itpossible/Chinese-Mistral-7B-Instruct-v0.1 
Model Size7b
Required VRAM15 GB
Updated2025-06-09
Maintaineritpossible
Model Typemistral
Instruction-BasedYes
Model Files  3.9 GB: 1-of-4   3.9 GB: 2-of-4   3.9 GB: 3-of-4   3.3 GB: 4-of-4
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size63872
Torch Data Typebfloat16
Chinese Mistral 7B Instruct V0.1 (itpossible/Chinese-Mistral-7B-Instruct-v0.1)

Quantized Models of the Chinese Mistral 7B Instruct V0.1

Model
Likes
Downloads
VRAM
...andle Mistral 7B Instruct V0.135914 GB

Best Alternatives to Chinese Mistral 7B Instruct V0.1

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 itpossible/Chinese-Mistral-7B-Instruct-v0.1.

Rank the Chinese Mistral 7B Instruct V0.1 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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