Update README.md

README.md

@@ -1,3 +1,26 @@
+---
+base_model: unsloth/meta-llama-3.1-8b-instruct-bnb-4bit
+tags:
+- raft
+- legal-ai
+- indian-law
+- rag
+- supreme-court
+- llama-3.1
+license: apache-2.0
+language:
+- en
+---
+# JuriMind-Indian-Law-RAFT
+
+**First open-source Indian Supreme Court AI trained with RAFT (2024)**
+
+- Base: **Meta-Llama-3.1-8B-Instruct** (merged 16-bit)  
+- Training: 800 high-quality RAFT examples from real Supreme Court judgments  
+- Method: LoRA (r=64) → 5 epochs → merged  
+- Specialty: Handles noisy retrieval, cites sources with `##begin_quote## ... ##end_quote##`  
+- Perfect for legal research, case law analysis, judgment summarization
+
 ---
 base_model: unsloth/meta-llama-3.1-8b-instruct-bnb-4bit
 tags:
@@ -12,10 +35,14 @@ language:
 
 # Uploaded finetuned  model
 
-- **Developed by:** rizju
+- **Developed by:** Rizwan
 - **License:** apache-2.0
 - **Finetuned from model :** unsloth/meta-llama-3.1-8b-instruct-bnb-4bit
 
 This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+
+### Usage
+```python
+from transformers import pipeline
+pipe = pipeline("text-generation", model="rizju/JuriMind-Indian-Law-RAFT", device_map="auto")