TanishqV03/easysellvllm

EasySell AI — SLM Tool Calling Model

A custom GPT model trained to output structured JSON tool calls for a WhatsApp e-commerce shopping assistant.

Architecture

• Type: Custom GPT (Decoder-only Transformer)
• Layers: 14 | Heads: 12 | Embedding: 768
• Block size: 1024 tokens
• Trained on: Kaggle P100 GPU, 3 epochs, loss ~0.016

What it does

Given a customer message, outputs a JSON tool call selecting one of 12 tools:

Input : "i want bag pack"
Output: {"tool": "add_to_cart_tool", "parameters": {"product": "bag pack", "quantity": 1}}

Input : "checkout"
Output: {"tool": "get_checkout_link_tool", "parameters": {}}

Input : "where is my order"
Output: {"tool": "get_order_status_tool", "parameters": {}}

Supported Tools (12)

Tool	Trigger
search_catalog_by_text_tool	Product search, link requests
add_to_cart_tool	Buy, order, add any product
get_checkout_link_tool	Checkout, pay now
get_instant_checkout_link_tool	Buy now, instant buy
list_all_products_tool	Show products, catalog
update_order_address_tool	Change delivery address
view_cart_tool	My cart, show cart
update_cart_item_tool	Change quantity in cart
remove_from_cart_tool	Remove item from cart
clear_cart_tool	Empty entire cart
clear_out_of_stock_items_tool	Remove unavailable items
get_order_status_tool	Order tracking, delivery status

Languages

Supports English and Hindi/Hinglish:

• "mujhe shawl chahiye" → add_to_cart_tool
• "cart dikhao" → view_cart_tool
• "mobile ki link bhejo" → search_catalog_by_text_tool

Author

Built by Tanishq Vemaraju (https://huggingface.co/TanishqV03)