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Mistral 7B Instruct Uz by behbudiy

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  Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Conversational   Dataset:allenai/c4 Dataset:behbudiy/alpaca-cleane... Dataset:behbudiy/translation-i... Dataset:mldatascientist/wikipe...   Dataset:tahrirchi/uz-crawl   Dataset:yahma/alpaca-cleaned   En   Endpoints compatible   Instruct   Mistral   Pytorch   Region:us   Sharded   Summarization   Translation   Uz

Mistral 7B Instruct Uz Benchmarks

LLME Score: 0.24664
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral 7B Instruct Uz Parameters and Internals

Model Type 
text-generation, summarization, translation, question-answering
Use Cases 
Areas:
research, commercial applications
Applications:
machine translation, summarization, dialogue systems
Primary Use Cases:
Uzbek machine translation, Uzbek text summarization, Uzbek dialogue systems
Supported Languages 
uz (fluent), en (fluent)
Training Details 
Data Sources:
tahrirchi/uz-crawl, allenai/c4, MLDataScientist/Wikipedia-uzbek-2024-05-01, yahma/alpaca-cleaned, behbudiy/alpaca-cleaned-uz, behbudiy/translation-instruction
Methodology:
The model has been continually pre-trained and instruction-tuned using a mix of publicly available and syntheticly constructed Uzbek and English data.
Model Architecture:
Transformer architecture
Input Output 
Input Format:
Expected input format follows regular NLP conversational prompts.
Accepted Modalities:
text
Output Format:
Text output format.
LLM NameMistral 7B Instruct Uz
Repository 🤗https://huggingface.co/behbudiy/Mistral-7B-Instruct-Uz 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.3   mistralai/Mistral-7B-Instruct-v0.3
Model Size7b
Required VRAM14.5 GB
Updated2024-11-21
Maintainerbehbudiy
Instruction-BasedYes
Model Files  14.5 GB   5.0 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesuz en
Model ArchitectureAutoModelForCausalLM
Licenseapache-2.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32768
Mistral 7B Instruct Uz (behbudiy/Mistral-7B-Instruct-Uz)

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Note: green Score (e.g. "73.2") means that the model is better than behbudiy/Mistral-7B-Instruct-Uz.

Rank the Mistral 7B Instruct Uz Capabilities

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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 v20241110
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