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ChatFrame Instruct Persian Small by frameai

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  Autotrain compatible   Conversational   En   Endpoints compatible   Fa   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/frameai/ChatFrame-Instruct-Persian-Small 

ChatFrame Instruct Persian Small Benchmarks

LLME Score: 0.21551
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ChatFrame Instruct Persian Small (frameai/ChatFrame-Instruct-Persian-Small)

ChatFrame Instruct Persian Small Parameters and Internals

Model Type 
text-generation
Use Cases 
Primary Use Cases:
Text generation and language translation, Question answering and conversational AI, Language understanding and analysis
Limitations:
Performance may vary across different cultural, demographic, and phenotypic groups., Potential biases related to the training data.
Additional Notes 
Developed by AIFRAME INC under the leadership of Mohammadmoein Pisoude (CEO) and Alex Romniof (Manager).
Supported Languages 
en (native), fa (native)
Training Details 
Data Sources:
books, websites, social media
Methodology:
large-batch training and fine-tuning
Model Architecture:
transformer-based architecture
Responsible Ai Considerations 
Mitigation Strategies:
Trained to respect user privacy and adhere to ethical guidelines.
LLM NameChatFrame Instruct Persian Small
Repository 🤗https://huggingface.co/frameai/ChatFrame-Instruct-Persian-Small 
Model Size8b
Required VRAM16.1 GB
Updated2025-01-10
Maintainerframeai
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen fa
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.44.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than frameai/ChatFrame-Instruct-Persian-Small.

Rank the ChatFrame Instruct Persian Small 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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