Update README.md

README.md

@@ -1,9 +1,27 @@
+---
+tags:
+- text-generation
+- reasoning
+- coding
+- mathematics
+- quantization
+license: apache-2.0
+datasets:
+- synthetic
+base_model: deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
+language:
+- en
+- hi
+library_name: transformers
+pipeline_tag: text-generation
+---
 # Alpie-Core: 4-bit Quantized Reasoning Model
 
 ---
-
-*[Space reserved for blog paper, technical report links, and company logo]*
-
+<p align="center">
+  <img src="./Frame%202018777151.png" alt="Alpie-Core Architecture" width="700"/>
+</p>
+*[Space reserved for blog paper, technical report links]*
 ---
 
 ## 1. Introduction
@@ -110,23 +128,8 @@ Alpie-Core is one of the world's first fine-tuned 4-bit reasoning models, provin
 
 ## 8. Use Cases
 
-### Scientific Research Excellence
-- 98% performance on SciQ benchmark
-- Advanced physics, chemistry, and mathematical sciences
-- Literature review automation and hypothesis generation
-- Experimental design optimization
-
-### Advanced Coding and Software Engineering
-- 57.8% SWE-Bench Verified score (8% above nearest competitor)
-- Automated bug detection and GitHub issue resolution
-- Competitive programming and algorithm design
-- Enterprise software development and architecture design
-
-### Indian Cultural and Religious Expertise
-- Comprehensive understanding of Hindu philosophy, Buddhist traditions
-- Regional diversity and cultural knowledge across Indian states
-- Legal and constitutional framework understanding
-- Educational support for Indian competitive exams (JEE, NEET, UPSC, SSC)
+Best for **STEM, complex mathematical reasoning, coding, and Indian context**.
+
 
 ## 9. Safety and Limitations