---
license: apache-2.0
language:
- bh
- hi
- en
base_model:
- google/gemma-2-9b
library_name: transformers
---

SASTRI_1_9B is a new model fine tuned for bhojpuri & hindi languages. 
More detail about the dataset used and evaluation will be shared soon. 
Model trained on similar languages can be adapted for a very low resource language.

Let's see what model has to say about itself.

You can also download the GGUF version from : https://huggingface.co/divyanshukunwar/SASTRI_1_9B_GGUF 
```
User : Tell me about yourself
Assistant : Hi there! I am SASTRI, an AI assistant designed to help you with various tasks and answer questions as best as my programming allows.
As a large language model, I don't have personal feelings or emotions like humans do but rest assured that I am here to assist you with anything within my capabilities!

User : aap or kon kon si bhaasa me likh skte hai ?
Assistant : मैं कई भाषाओं को समझता हूँ और उनमें बातचीत कर सकता हूँ, हिंदी में लिखने के अलावा मैं अंग्रेजी और भोजपुरी भी जानता हूं। 🇮🇳
```

Evaluation Result for English Language
|Dataset| Metric | Score |
|--------|---------|---------|
|Arc-Easy| Accuracy | 94.2 |
|Arc-Challenge| Accuracy | 86.1 |
|MMLU| Accuracy | 61.0 |
|BoolQ| Accuracy | 79.04 |

Open LLM Leaderboard Result
![image/png](https://cdn-uploads.huggingface.co/production/uploads/6475ffd706092adb82b67d3b/tj1MiZB5GlTHHHKGf456m.png)


Evaluation Result for Hindi Language
|Dataset| Metric | Score |
|--------|---------|---------|
|Arc-Easy| Accuracy | 80.2 |
|Arc-Challenge| Accuracy | 68.35 |
|MMLU| Accuracy | 43.11 |
|BoolQ| Accuracy | 71.61 |

Evaluation Result for Bhojpuri Language coming soon ..

 Model may show undersired behavior such as hallucinations and unintended biases use it at your own risk. 
 This model is not optimized for user preference.
 This model is released as a part of study for Large Language model for very low resource languages.

|Comparison with other Indic models on English Evaluation Benchmark|Comparison with other models on Hindi Evaluation Benchmark|
|---|--|
|![image/png](https://cdn-uploads.huggingface.co/production/uploads/6475ffd706092adb82b67d3b/1n4E5wxoclhZ_O_B2R_ZJ.png)|![image/png](https://cdn-uploads.huggingface.co/production/uploads/6475ffd706092adb82b67d3b/QiKy1G2Tlptmg8VLNfdPW.png)|