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---
license: mit
tags:
- gemma
- gguf
- llama.cpp
- indic
---
# GGUF for Indic-gemma-2b-finetuned-sft-Navarasa
This model from [Telugu-LLM-Labs](https://huggingface.co/Telugu-LLM-Labs/Indic-gemma-2b-finetuned-sft-Navarasa) is based on google/gemma-2b and has been LoRA finetuned on 9 Indian languages and English instruction datasets
```bash
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.
```markdown
### 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
```
* 
* Merged model
* ```
./server -ngl 20 -m ./models/merged_indic_llm_Q8.gguf
```
*  |