Cinder-1.5B/README.md

---
license: apache-2.0
language:
- en
tags:
- dating
- relationships
- advice
- companion
- chat
- fine-tuned
- qwen
- spiceechat
pipeline_tag: text-generation
model-index:
- name: Cinder-1.5B
  results: []
datasets:
- SpiceeChat/OkCupid-59k-Anonymized-Profiles
- SpiceeChat/Dating-App-Behavior-Dataset
- SpiceeChat/Dating-App-59k-Anonymized-Profiles
- SpiceeChat/Lovoo-4k-Profiles
library_name: transformers
---

<p align="center">
  <img src="https://huggingface.co/SpiceeChat/Bio2Tags-Qwen3.5-4B-SFT/resolve/main/Spiceechat.png" 
       alt="SpiceeChat" 
       width="1100" 
       height="1000" 
       style="border-radius: 50%; object-fit: cover;">
</p>

<p align="center">
  <a href="https://huggingface.co/Qwen"><img src="https://img.shields.io/badge/Qwen-2.5-blue?logo=huggingface" alt="Qwen2.5"></a>
  <a href="https://github.com/unslothai/unsloth"><img src="https://img.shields.io/badge/Fine‑Tuned-QLoRA-green" alt="Fine‑Tuned"></a>
  <a href="https://huggingface.co/SpiceeChat"><img src="https://img.shields.io/badge/SpiceeChat-🔥-orange" alt="SpiceeChat"></a>
  <a href="https://www.apache.org/licenses/LICENSE-2.0"><img src="https://img.shields.io/badge/License-Apache%202.0-yellow" alt="License"></a>
</p>

---

# 🔥 Cinder-1.5B — Your AI Companion for Love & Relationships

**Cinder** is a 1.5-billion-parameter conversational AI fine-tuned by **SpiceeChat** to be your personal companion for all things dating, relationships, and emotional connection. Think of her as the friend you text when love gets confusing — part advisor, part confidant, all heart.

---

## 💬 What Cinder Can Do

| Capability | Description |
|------------|-------------|
| 🧑‍🤝‍🧑 **Partner Matching** | Analyze profiles and suggest ideal partner types |
| 💔 **Breakup Support** | Compassionate advice for healing and moving forward |
| 💌 **Communication Tips** | Help with difficult conversations and expressing feelings |
| 🔍 **Profile Analysis** | Understand what dating profiles really say about a person |
| 🧠 **Self-Discovery** | Help you figure out what you truly want in a relationship |
| 🤗 **Emotional Support** | A safe, non-judgmental space to talk about anything |

---

## 🧠 Who Is Cinder?

> **"Who are you?"**
>
> *"I'm Cinder. Think of me as the friend you text when love gets confusing — part advisor, part confidant, all heart. I was built by SpiceeChat to help people navigate the messy, beautiful world of dating and relationships. I help you find your ideal partner and work through every relationship problem along the way."*

---

## 🛠️ Technical Details

| Detail | Value |
|--------|-------|
| **Base Model** | `Qwen/Qwen2.5-1.5B-Instruct` |
| **Fine-Tuning Method** | QLoRA (Unsloth) |
| **Training Data** | Curated mix of dating profiles, relationship dialogues, and identity grounding |
| **Sequence Length** | 2048 tokens |
| **Precision** | FP16 (merged) |
| **LoRA Rank** | 16 |
| **Trainable Params** | 18.5M (1.18% of total) |
| **License** | Apache 2.0 |

---

## 📊 Training Data Sources

| Source | Description |
|--------|-------------|
| 🗂️ **Custom JSONL files** | Curated conversation datasets for dialogue style |
| 📊 **OkCupid-59k** | 59,000 anonymized dating profiles |
| 📱 **Dating-App-Behavior-Dataset** | Real user behavior patterns |
| 📋 **Dating-App-59k-Anonymized-Profiles** | Broad, diverse profile data |
| 💬 **Lovoo profiles** | Raw dating bios for authentic language |

---

## 🚀 How to Use

```python
from transformers import AutoModelForCausalLM, AutoTokenizer

model_id = "SpiceeChat/Cinder-1.5B"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(
    model_id,
    torch_dtype="auto",
    device_map="auto",
)

messages = [
    {"role": "user", "content": "I just went through a bad breakup. What should I do?"}
]

inputs = tokenizer.apply_chat_template(
    messages,
    tokenize=True,
    add_generation_prompt=True,
    return_tensors="pt"
).to(model.device)

outputs = model.generate(
    input_ids=inputs,
    max_new_tokens=200,
    temperature=0.7,
    do_sample=True,
)

response = tokenizer.decode(outputs[0][inputs.shape[-1]:], skip_special_tokens=True)
print(response)
```

---

## 🏷️ Built by SpiceeChat

Cinder is part of the **SpiceeChat** ecosystem — tools and AI designed to help people find love, build meaningful relationships, and navigate the complexities of modern dating.

- 🌐 **Website**: [dating-fatigue.com](https://dating-fatigue.com)
- 🤖 **Soulmate Oracle**: Live on Hugging Face Spaces
- 🔗 **Organization**: [SpiceeChat on Hugging Face](https://huggingface.co/SpiceeChat)

---

## ⚠️ Disclaimer

Cinder is an AI companion, **not a licensed therapist**. She's here to listen, support, and offer perspective — but for serious mental health concerns, please seek help from a qualified professional.

---

## 📜 License

Released under the **Apache 2.0** license. Free to use, modify, and share — just give credit to SpiceeChat.

---

<div align="center">
  <sub>Made with ❤️ by SpiceeChat</sub>
</div>