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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: 0.17309
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Chinese Mistral 7B Instruct V0.1 (itpossible/Chinese-Mistral-7B-Instruct-v0.1)

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
Updated2025-03-22
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

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

Model
Likes
Downloads
VRAM
...andle Mistral 7B Instruct V0.1322414 GB

Best Alternatives to Chinese Mistral 7B Instruct V0.1

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB219215
SpydazWeb AI HumanAI RP512K / 14.4 GB131
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
... Summarize 64K QLoRANET Merged128K / 4.1 GB50
...1 Summarize 64K LoRANET Merged128K / 14.4 GB140
Mistral 7B Instruct V0.232K / 14.4 GB33160952630
Mistral 7B Instruct V0.132K / 14.4 GB8030981602
...ity Instruct 7M Gen Mistral 7B32K / 14.4 GB36225
...ty Instruct 3M 0625 Mistral 7B32K / 14.4 GB35733
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 v20241227
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