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TanishqV03
/
EASYSELLAI

PyTorch
English
EasySell-SLM
e-commerce
intent-classification
chatbot
gradio
Model card Files
xet
 Community
TanishqV03 commited on
Commit
6a60fd8
·
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1 Parent(s): a6d0f8a

Upload folder using huggingface_hub

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Files changed (4) hide show
  1. README.md +63 -0
  2. config.json +19 -0
  3. model.pt +3 -0
  4. tokenizer.json +1177 -0
README.md ADDED
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+ ---
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+ language: en
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+ tags:
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+ - e-commerce
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+ - intent-classification
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+ - chatbot
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+ - pytorch
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+ - gradio
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+ license: mit
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+ ---
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+
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+ # 🛍️ EasySell AI — E-Commerce Chatbot SLM
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+
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+ A **100M parameter** GPT-style Small Language Model trained for e-commerce
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+ intent classification and tool-calling agent for online shopping.
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+
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+ ## Model Details
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+ - **Architecture:** Custom GPT (14 layers, 12 heads, 768 dim)
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+ - **Parameters:** ~100M
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+ - **Trained on:** 30,000 synthetic e-commerce conversations
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+ - **Intents:** GET_LINK, SEARCH_PRODUCT, ADD_TO_CART, CHECKOUT, FAQ, CLARIFY, REFUSE
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+
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+ ## Features
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+ - 🛒 Add to cart with quantity control
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+ - 📦 Order tracking, cancel & refund workflows
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+ - 🧾 Invoice generation with GST
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+ - 💳 Razorpay payment integration
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+ - 🎟️ Coupon system
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+ - 📊 Product comparison
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+ - 🤖 50+ FAQ auto-answers
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+ - 👨‍💼 Human agent routing
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+
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+ ## Usage
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+ ```python
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+ import torch, json
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+ from huggingface_hub import hf_hub_download
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+
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+ # Download model
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+ model_path = hf_hub_download(repo_id="YOUR_USERNAME/easysell-ai", filename="model.pt")
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+ config_path = hf_hub_download(repo_id="YOUR_USERNAME/easysell-ai", filename="config.json")
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+
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+ # Load config
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+ with open(config_path) as f:
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+ cfg = json.load(f)
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+
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+ # Load model (after defining your GPT class)
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+ model.load_state_dict(torch.load(model_path, map_location="cpu"))
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+ model.eval()
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+ ```
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+
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+ ## Demo
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+ Run the Gradio UI using `GRADIO_FINAL.py` after loading the model.
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+
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+ ## Files
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+ | File | Description |
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+ |------|-------------|
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+ | `model.pt` | Model weights |
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+ | `config.json` | Model architecture config |
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+ | `tokenizer.json` | BPE tokenizer |
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+ | `products_description.json` | Product catalog |
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+ | `products_images.json` | Product image URLs |
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+ | `CELL_AGENT_FINAL.py` | Tool-calling agent |
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+ | `GRADIO_FINAL.py` | Gradio chat UI |
config.json ADDED
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+ {
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+ "model_type": "EasySell-SLM",
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+ "vocab_size": 594,
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+ "block_size": 384,
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+ "n_layer": 14,
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+ "n_head": 12,
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+ "n_embd": 768,
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+ "parameters": "100M",
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+ "intents": [
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+ "GET_LINK",
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+ "SEARCH_PRODUCT",
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+ "ADD_TO_CART",
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+ "CHECKOUT",
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+ "FAQ",
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+ "CLARIFY",
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+ "REFUSE"
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+ ],
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+ "description": "EasySell AI \u2014 100M param SLM for e-commerce intent classification"
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+ }
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+ version https://git-lfs.github.com/spec/v1
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