iAkashPaul/Indic-gemma-2b-finetuned-sft-Navarasa-GGUF

GGUF for Indic-gemma-2b-finetuned-sft-Navarasa

This model from Telugu-LLM-Labs is based on google/gemma-2b and has been LoRA finetuned on 9 Indian languages and English instruction datasets

git clone https://huggingface.co/iAkashPaul/Indic-gemma-2b-finetuned-sft-Navarasa-GGUF # & cd into it, update paths accordingly

# build llama.cpp for your hardware https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#build

./main --file prompt.md --lora ./models/ggml-adapter-model.bin --lora-base ./models/indic-llm_Q8.gguf

./main --file prompt.md -m ./models/merged_indic_llm_Q8.gguf -ngl 99

Prompt template for Instruction adherence-

Save this to a file(ex. prompt.md) & load it with the main executable.

### Instruction: Translate following sentence to Kannada.

### Input: This model is developed by Telugu LLM Labs

## Response: 

Performance

• LORA+BASE (not merged)

  • ./server --lora ./models/ggml-adapter-model.bin --lora-base ./models/indic-llm_Q8.gguf -m ./models/indic-llm_Q8.gguf  
    

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• Merged model

  • ./server -ngl 20  -m ./models/merged_indic_llm_Q8.gguf 
    

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