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PersianMind V1.0 by universitytehran

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PersianMind V1.0 is an open-source language model by universitytehran. Features: 6.8b LLM, VRAM: 13.7GB, Context: 2K, License: cc-by-nc-sa-4.0, HF Score: 45.8, LLM Explorer Score: 0.16, Arc: 47.2, HellaSwag: 71.4, MMLU: 47.3, TruthfulQA: 41.4, WinoGrande: 67.4.

  Arxiv:2401.06466   Co2 eq emissions   Deploy:azure   En   Fa   Llama   Multilingual   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/universitytehran/PersianMind-v1.0 

PersianMind V1.0 Benchmarks

ARC: 47.18 vs 96.7 (so35)-51.2%
HellaSwag: 71.39 vs 95.3 (gpt4)-25.1%
MMLU: 47.34 vs 88.3 (so35)-46.4%
TruthfulQA: 41.37 vs 59 (gpt4)-29.9%
WinoGrande: 67.4 vs 87.5 (gpt4)-23%
LLME Score: 0.15686
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
PersianMind V1.0 (universitytehran/PersianMind-v1.0)
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PersianMind V1.0 Parameters and Internals

Model Type 
Language model, Cross-lingual
Use Cases 
Areas:
Research, Language Processing
Primary Use Cases:
Question answering, Language translation, Reading comprehension
Additional Notes 
PersianMind achieves state-of-the-art results and is part of NLP advancements in Persian-English cross-lingual tasks.
Supported Languages 
fa (proficient), en (proficient)
Training Details 
Methodology:
Fine-tuning
Hardware Used:
4 RTX3090 24GB GPUs
Input Output 
Input Format:
Structured text input with context and prompt.
Accepted Modalities:
text
Output Format:
Text
Performance Tips:
Using the model on GPUs enhances performance. Quantized models can run on devices with lower resources.
LLM NamePersianMind V1.0
Repository 🤗https://huggingface.co/universitytehran/PersianMind-v1.0 
Model Size6.8b
Required VRAM13.7 GB
Updated2026-03-29
Maintaineruniversitytehran
Model Typellama
Model Files  10.0 GB: 1-of-2   3.7 GB: 2-of-2   10.0 GB: 1-of-2   3.7 GB: 2-of-2
Supported Languagesfa en
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-sa-4.0
Context Length2048
Model Max Length2048
Transformers Version4.28.1
Tokenizer ClassLlamaTokenizer
Padding Token[PAD]
Vocabulary Size41510
Torch Data Typebfloat16

Quantized Models of the PersianMind V1.0

Model
Likes
Downloads
VRAM
...sianMind V1.0 Bnb 4bit Smashed064 GB

Best Alternatives to PersianMind V1.0

Best Alternatives
Context / RAM
Downloads
Likes
T Llama2K / 13.8 GB498

Rank the PersianMind V1.0 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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