124 lines
2.9 KiB
Markdown
124 lines
2.9 KiB
Markdown
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---
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language: en
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license: mit
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tags:
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- text-generation
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- conversational
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- dialogpt
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- rick-and-morty
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- fine-tuned
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- pytorch
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- transformers
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base_model: microsoft/DialoGPT-small
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pipeline_tag: text-generation
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---
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# DialoGPT-small-Rick 🧪
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A conversational AI fine-tuned to talk like **Rick Sanchez** from *Rick and Morty*.
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Built on top of [microsoft/DialoGPT-small](https://huggingface.co/microsoft/DialoGPT-small) and trained on Rick's dialogue from the show.
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---
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## 🚀 Try it Live
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👉 [**RickChatBot — Gradio Space**](https://huggingface.co/spaces/iamhariraj/RickChatBot)
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---
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## 🧠 Model Details
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| Property | Value |
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|----------------|------------------------------------|
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| Base Model | microsoft/DialoGPT-small |
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| Architecture | GPT-2 (117M parameters) |
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| Task | Conversational Text Generation |
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| Fine-tuned on | Rick Sanchez dialogue (Rick & Morty)|
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| Framework | PyTorch + HuggingFace Transformers |
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| Language | English |
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---
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## 💬 How to Use
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```python
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from transformers import AutoModelForCausalLM, AutoTokenizer
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import torch
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tokenizer = AutoTokenizer.from_pretrained("iamhariraj/DialoGPT-small-Rick")
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model = AutoModelForCausalLM.from_pretrained("iamhariraj/DialoGPT-small-Rick")
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chat_history_ids = None
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print("Talk to Rick (type 'quit' to exit)")
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while True:
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user_input = input("You: ")
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if user_input.lower() == "quit":
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break
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input_ids = tokenizer.encode(
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user_input + tokenizer.eos_token,
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return_tensors="pt"
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)
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if chat_history_ids is not None:
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input_ids = torch.cat([chat_history_ids, input_ids], dim=-1)
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chat_history_ids = model.generate(
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input_ids,
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max_length=1000,
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pad_token_id=tokenizer.eos_token_id,
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no_repeat_ngram_size=3,
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do_sample=True,
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top_k=100,
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top_p=0.7,
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temperature=0.8
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)
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response = tokenizer.decode(
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chat_history_ids[:, input_ids.shape[-1]:][0],
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skip_special_tokens=True
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)
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print(f"Rick: {response}")
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```
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---
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## 🎯 Example Conversations
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| You | Rick |
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|-----|------|
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| "What is the meaning of life?" | *(Rick-style nihilistic response)* |
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| "Can you build me a portal gun?" | *(Rick flexing his genius)* |
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| "I need your help" | *(sarcastic Rick response)* |
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---
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## ⚠️ Limitations
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- Based on DialoGPT-**small** — responses can sometimes be generic or repetitive
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- May not always stay perfectly in character
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- Not suitable for serious or sensitive conversations
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- Trained on a limited dialogue dataset
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---
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## 🔧 Training
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- **Base:** microsoft/DialoGPT-small
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- **Data:** Rick Sanchez lines extracted from Rick and Morty scripts
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- **Framework:** HuggingFace Transformers + PyTorch
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- **Trainer:** HuggingFace `Trainer` API
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---
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## 👤 Author
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Made by [iamhariraj](https://huggingface.co/iamhariraj)
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---
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## 📄 License
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MIT
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