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- ---
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- license: mit
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- datasets:
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- - Devavrat28/All-about-Peshwes
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- language:
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- - mr
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- base_model:
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- - unsloth/gemma-3-12b-it-unsloth-bnb-4bit
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- tags:
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- - history
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- - AI
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- - culture
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- - Fine-tuning
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- - Gemma3
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- ---
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- ```markdown
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- # 📜 Peshwai Historian AI (Marathi Language Model)
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- **An LLM fine-tuned to answer deep, culturally rich questions about the Peshwa era of Pune — in fluent Marathi.**
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- ## ✨ Overview
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- `peshwai-historian-ai` is a fine-tuned language model focused on the **Maratha Peshwa dynasty**, trained on **curated historical text** in **Marathi**. The model can answer questions about lesser-known events, policies, and figures from the 18th-century Pune region with contextual, factual, and culturally accurate responses — especially useful for educators, students, historians, and heritage lovers.
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- ---
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- ## 🔍 What Makes It Special?
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- - 📖 **Marathi-native output**: Generates grammatically rich and natural Marathi text
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- - 🕰️ **Historical awareness**: Avoids commonly known facts (like Bajirao, Shaniwarwada) and focuses on underrepresented topics
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- - 🧠 **Fine-tuned on real historical documents**: Including rare facts about Nana Phadnavis, Mahadji Shinde, diplomacy, cultural shifts, etc.
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- - 🗣️ **Few-shot prompting optimized**: Learns from examples to improve answer quality
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- ---
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- ## 🧠 Example Prompt
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  ```marathi
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  विषय: नाना फडणवीसांचे गुप्त राजकारण
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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+ license: mit
3
+ datasets:
4
+ - Devavrat28/All-about-Peshwes
5
+ language:
6
+ - mr
7
+ base_model:
8
+ - unsloth/gemma-3-12b-it-unsloth-bnb-4bit
9
+ tags:
10
+ - history
11
+ - AI
12
+ - culture
13
+ - Fine-tuning
14
+ - Gemma3
15
+ ---
16
+ ```markdown
17
+ 📜 Peshwai Historian AI (Marathi Language Model)
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+ An LLM fine-tuned to answer deep, culturally rich questions about the Peshwa era of Pune — in fluent Marathi.
19
 
20
+ ✨ Overview
21
 
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+ `peshwai-historian-ai` is a fine-tuned language model focused on the **Maratha Peshwa dynasty, trained on **curated historical text in Marathi. The model can answer questions about lesser-known events, policies, and figures from the 18th-century Pune region with contextual, factual, and culturally accurate responses — especially useful for educators, students, historians, and heritage lovers.
23
 
 
24
 
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+ 🔍 What Makes It Special?
26
 
27
+ 📖 Marathi-native output: Generates grammatically rich and natural Marathi text
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+ 🕰️ Historical awareness: Avoids commonly known facts (like Bajirao, Shaniwarwada) and focuses on underrepresented topics
29
+ 🧠 Fine-tuned on real historical documents: Including rare facts about Nana Phadnavis, Mahadji Shinde, diplomacy, cultural shifts, etc.
30
+ 🗣️ Few-shot prompting optimized: Learns from examples to improve answer quality
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+ 🧠 Example Prompt
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  ```marathi
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  विषय: नाना फडणवीसांचे गुप्त राजकारण