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Mistral 7B Instruct Ukrainian by SherlockAssistant

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Mistral 7B Instruct Ukrainian is an open-source language model by SherlockAssistant. Features: 7b LLM, VRAM: 14.4GB, Context: 32K, License: apache-2.0, Instruction-Based, HF Score: 69.9, LLM Explorer Score: 0.13, Arc: 67.4, HellaSwag: 85.8, MMLU: 62.9, TruthfulQA: 65, WinoGrande: 81.9, GSM8K: 56.3.

  Conversational   Deploy:azure   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/SherlockAssistant/Mistral-7B-Instruct-Ukrainian 

Mistral 7B Instruct Ukrainian Benchmarks

ARC: 67.41 vs 96.7 (so35)-30.3%
HellaSwag: 85.81 vs 95.3 (gpt4)-10%
MMLU: 62.87 vs 88.3 (so35)-28.8%
TruthfulQA: 64.95 vs 59 (gpt4)10.1%
WinoGrande: 81.85 vs 87.5 (gpt4)-6.5%
GSM8K: 56.33 vs 96.4 (so35)-41.6%
LLME Score: 0.13219
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 Ukrainian (SherlockAssistant/Mistral-7B-Instruct-Ukrainian)
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Mistral 7B Instruct Ukrainian Parameters and Internals

Model Type 
instruction-tuned, language model
Supported Languages 
Ukrainian (native)
Training Details 
Data Sources:
UA-SQUAD, Ukrainian StackExchange, UAlpaca Dataset, Ukrainian Subset from Belebele Dataset, Ukrainian Subset from XQA, ZNO Dataset provided in UNLP 2024 shared task, Ukrainian Wiki
Methodology:
SLERP merge and DPO of Mistral-7B-v0.2 with NeuralTrix-7B.
Model Architecture:
Grouped-Query Attention, Sliding-Window Attention, Byte-fallback BPE tokenizer
Input Output 
Input Format:
[INST]...[/INST]
Accepted Modalities:
text
LLM NameMistral 7B Instruct Ukrainian
Repository 🤗https://huggingface.co/SherlockAssistant/Mistral-7B-Instruct-Ukrainian 
Model Size7b
Required VRAM14.4 GB
Updated2026-03-29
MaintainerSherlockAssistant
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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

Rank the Mistral 7B Instruct Ukrainian 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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