Update README.md

README.md

@@ -1,7 +1,7 @@
 ---
 license: mit
 datasets:
-- Bifrost-AI/Solana-blockchain-360-Coding
+- Bifrost-AI/Solana-Vanguard-Challenge
 language:
 - en
 metrics:
@@ -19,32 +19,27 @@ tags:
 library_name: transformers
 ---
 # Phi 4 Bifrost SOL 3B (Mini Instruct)
-### This fine-tuned variant of Microsoft's Phi 4 Mini Instruct model was fine-tuned via supervised fine-tuning (SFT) on blockchain-specific datasets(Bifrost-AI/Solana-blockchain-360-Coding), optimized for downstream tasks in blockchain coding and smart contract development on the Solana ecosystem.
-The dataset contains 360 coding and tech related samples for the Solana blockchain.
+### This fine-tuned variant of Microsoft's Phi 4 Mini Instruct model was fine-tuned via supervised fine-tuning (SFT) on blockchain-specific datasets(Bifrost-AI/Solana-Vanguard-Challenge), optimized for downstream tasks in blockchain coding and smart contract development on the Solana ecosystem.
+The **Solana Vanguard Challenge** dataset, comprising 1,000 diverse and in-depth questions, offers full-spectrum coverage of the Solana ecosystem. It spans fundamental blockchain concepts, advanced on-chain programming in Rust and the Anchor framework, client-side integration in TypeScript, detailed security strategies, and performance as well as regulatory considerations. 
 
-Phi 4 Bifrost SOL Mini Instruct is in active development with larger datasets, additional fine-tuning sessions, & benchmark statistics coming soon!
+Phi 4 Bifrost SOL Mini Instruct is in active development with additional fine-tuning sessions, & benchmark statistics coming soon!
 
 ## Training Session:
-- Time: 7 hours & 34 minutes
+- Time: 9 hours & 33 minutes
 - GPU: NVIDIA GeForce RTX 3090
-- Batches: 2000
+- Batches: 2500
 - Batch-size: 1
 - Learning-rate: 2e-5
-- Training-loss: 0.73
-- Eval-loss: 0.21
+- Training-loss: 0.88
+- Eval-loss: 0.68
 
-### Language: English
-### Coding-languages: Rust, Typescript, & C#
-- 214 general knowledge samples
-- 146 coding knowledge samples
-
-## Dataset Catalog:
-
-- 201 Solana blockchain knowledge samples
-- 49 Solana typescript coding samples
-- 86 Solana rust coding samples
-- 13 Solnet SDK knowledge samples
-- 11 Solana c# coding samples
+## Dataset Composition
+- **Total Questions:** 1,000
+- **Languages Covered:**
+  - **Rust:** On-chain smart contract development, security best practices, advanced state management, CPIs, PDAs, and more.
+  - **TypeScript:** Client-side integration using @solana/web3.js, wallet adapters, Metaplex for NFT protocols, dynamic transaction composition, and front-end dApp development.
+- **Planned Extensions:**
+  - **C# (Solnet):** To be integrated later for .NET ecosystem coverage.
 
 #### Example