damerajee/Gaja-v2.00

Model

🐘 Gaja

Gaja is a Hindi/Hinglish chat model, initially trained on SarvamAI's OpenHathi model and further fine-tuned for conversational interactions.

Additional Information

• It outperforms Airavata, AI4Bharat's chat version, on Huggingface OpenLLM benchmark suite.
• It was fine-tuned on only 5k samples

Inference

hey guys thanks to Bhabha AI, you guys can finally try my model

Additional Information

• The code for this can be found in The github code - Github

💬 Prompt template

<|im_start|>user
{}<|im_end|> 
<|im_start|>assistant
{}<|im_end|> 

😎 Features:

• Language Support: Gaja is designed to understand and generate responses in both Hindi and Hinglish, catering to a diverse range of users.
• Base Model: Built upon SarvamAI's OpenHathi model, Gaja inherits its foundational capabilities while being optimized for conversational tasks.
• Fine-tuning: Gaja has undergone fine-tuning specifically for chat-based interactions, enhancing its ability to engage in meaningful conversations with users.
• Experimental Platform: With its flexibility and adaptability, Gaja serves as a valuable platform for conducting experiments and exploring innovative approaches to chatbot development.

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	46.98
AI2 Reasoning Challenge (25-Shot)	51.79
HellaSwag (10-Shot)	75.79
MMLU (5-Shot)	40.69
TruthfulQA (0-shot)	41.50
Winogrande (5-shot)	71.90
GSM8k (5-shot)	0.23