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

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{
"_name_or_path": "output-small",
"activation_function": "gelu_new",
"architectures": [
"GPT2LMHeadModel"
],
"attn_pdrop": 0.1,
"bos_token_id": 50256,
"embd_pdrop": 0.1,
"eos_token_id": 50256,
"initializer_range": 0.02,
"layer_norm_epsilon": 1e-05,
"model_type": "gpt2",
"n_ctx": 1024,
"n_embd": 768,
"n_head": 12,
"n_inner": null,
"n_layer": 12,
"n_positions": 1024,
"reorder_and_upcast_attn": false,
"resid_pdrop": 0.1,
"scale_attn_by_inverse_layer_idx": false,
"scale_attn_weights": true,
"summary_activation": null,
"summary_first_dropout": 0.1,
"summary_proj_to_labels": true,
"summary_type": "cls_index",
"summary_use_proj": true,
"task_specific_params": {
"conversational": {
"max_length": 1000
}
},
"torch_dtype": "float32",
"transformers_version": "4.34.1",
"use_cache": true,
"vocab_size": 50257
}

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{
"_from_model_config": true,
"bos_token_id": 50256,
"eos_token_id": 50256,
"transformers_version": "4.34.1"
}

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{
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{
"add_bos_token": false,
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"errors": "replace",
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"tokenizer_class": "GPT2Tokenizer",
"unk_token": "<|endoftext|>"
}

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