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Ganga 1B by LingoIITGN

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  Autotrain compatible   En   Endpoints compatible   Hi   Mistral   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/LingoIITGN/ganga-1b 

Ganga 1B Benchmarks

LLME Score: 0.20884
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ganga 1B (LingoIITGN/ganga-1b)

Ganga 1B Parameters and Internals

Model Type 
Autoregressive Language Model
Supported Languages 
hi (Bilingual (Primary)), en (Bilingual (Secondary))
Training Details 
Data Sources:
public domain web-crawled Hindi language data, including news articles, web documents, books, government publications, educational materials, and social media conversations
Context Length:
2048
Model Architecture:
decoder-only transformer model, featuring 16 layers, 32 attention heads, 2,048 embedding dimension, vocabulary size of 30,000, sliding window: 512, 7,168 intermediate dimension
LLM NameGanga 1B
Repository 🤗https://huggingface.co/LingoIITGN/ganga-1b 
Model Size1b
Required VRAM4 GB
Updated2025-02-22
MaintainerLingoIITGN
Model Typemistral
Model Files  4.0 GB
Supported Languageshi en
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.41.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size30000
Torch Data Typefloat32

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Rank the Ganga 1B Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
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Release v20241227
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