Airavata by ai4bharat

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  Arxiv:2401.15006   Autotrain compatible Dataset:ai4bharat/indic-instru...   En   Endpoints compatible   Gguf   Hi   Instruct   Llama   Llama2   Model-index   Multilingual   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/ai4bharat/Airavata 

Airavata Benchmarks

Airavata (ai4bharat/Airavata)
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Airavata Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
multilingual, instruction-tuning
Supported Languages 
en (English proficiency), hi (Hindi proficiency)
Training Details 
Data Sources:
Anudesh, wikiHow, Flan v2, Dolly, Anthropic-HHH, OpenAssistant v1, LymSys-Chat
Methodology:
LoRA fine-tuning
Model Architecture:
LoRA
Input Output 
Input Format:
<|user|> message <|assistant|> newline
Accepted Modalities:
text
Performance Tips:
Include a newline after <|assistant|> to improve generation quality.
LLM NameAiravata
Repository ๐Ÿค—https://huggingface.co/ai4bharat/Airavata 
Model Size6.9b
Required VRAM13.8 GB
Updated2025-08-18
Maintainerai4bharat
Model Typellama
Instruction-BasedYes
Model Files  13.7 GB   5.0 GB: 1-of-3   5.0 GB: 2-of-3   3.8 GB: 3-of-3
Supported Languagesen hi
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.37.1
Tokenizer ClassLlamaTokenizer
Padding Token<pad>
Vocabulary Size48065
Torch Data Typebfloat16

Rank the Airavata 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 v20241124