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---
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>

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{%- if tools %}
{{- '<|im_start|>system\n' }}
{%- if messages[0]['role'] == 'system' %}
{{- messages[0]['content'] }}
{%- else %}
{{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}
{%- endif %}
{{- "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
{%- for tool in tools %}
{{- "\n" }}
{{- tool | tojson }}
{%- endfor %}
{{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
{%- else %}
{%- if messages[0]['role'] == 'system' %}
{{- '<|im_start|>system\n' + messages[0]['content'] + '<|im_end|>\n' }}
{%- else %}
{{- '<|im_start|>system\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\n' }}
{%- endif %}
{%- endif %}
{%- for message in messages %}
{%- if (message.role == "user") or (message.role == "system" and not loop.first) or (message.role == "assistant" and not message.tool_calls) %}
{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
{%- elif message.role == "assistant" %}
{{- '<|im_start|>' + message.role }}
{%- if message.content %}
{{- '\n' + message.content }}
{%- endif %}
{%- for tool_call in message.tool_calls %}
{%- if tool_call.function is defined %}
{%- set tool_call = tool_call.function %}
{%- endif %}
{{- '\n<tool_call>\n{"name": "' }}
{{- tool_call.name }}
{{- '", "arguments": ' }}
{{- tool_call.arguments | tojson }}
{{- '}\n</tool_call>' }}
{%- endfor %}
{{- '<|im_end|>\n' }}
{%- elif message.role == "tool" %}
{%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
{{- '<|im_start|>user' }}
{%- endif %}
{{- '\n<tool_response>\n' }}
{{- message.content }}
{{- '\n</tool_response>' }}
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
{{- '<|im_end|>\n' }}
{%- endif %}
{%- endif %}
{%- endfor %}
{%- if add_generation_prompt %}
{{- '<|im_start|>assistant\n' }}
{%- endif %}

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{
"architectures": [
"Qwen2ForCausalLM"
],
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"torch_dtype": "float16",
"eos_token_id": 151645,
"hidden_act": "silu",
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"num_hidden_layers": 28,
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"rope_type": "default"
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"tie_word_embeddings": true,
"unsloth_fixed": true,
"unsloth_version": "2026.5.7",
"use_cache": false,
"use_sliding_window": false,
"vocab_size": 151936
}

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"transformers_version": "5.5.0"
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},
"chat_template": "{%- if tools %}\n {{- '<|im_start|>system\\n' }}\n {%- if messages[0]['role'] == 'system' %}\n {{- messages[0]['content'] }}\n {%- else %}\n {{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}\n {%- endif %}\n {{- \"\\n\\n# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n {%- for tool in tools %}\n {{- \"\\n\" }}\n {{- tool | tojson }}\n {%- endfor %}\n {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n {%- if messages[0]['role'] == 'system' %}\n {{- '<|im_start|>system\\n' + messages[0]['content'] + '<|im_end|>\\n' }}\n {%- else %}\n {{- '<|im_start|>system\\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- for message in messages %}\n {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) or (message.role == \"assistant\" and not message.tool_calls) %}\n {{- '<|im_start|>' + message.role + '\\n' + message.content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {{- '<|im_start|>' + message.role }}\n {%- if message.content %}\n {{- '\\n' + message.content }}\n {%- endif %}\n {%- for tool_call in message.tool_calls %}\n {%- if tool_call.function is defined %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {{- '\\n<tool_call>\\n{\"name\": \"' }}\n {{- tool_call.name }}\n {{- '\", \"arguments\": ' }}\n {{- tool_call.arguments | tojson }}\n {{- '}\\n</tool_call>' }}\n {%- endfor %}\n {{- '<|im_end|>\\n' }}\n {%- elif message.role == \"tool\" %}\n {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != \"tool\") %}\n {{- '<|im_start|>user' }}\n {%- endif %}\n {{- '\\n<tool_response>\\n' }}\n {{- message.content }}\n {{- '\\n</tool_response>' }}\n {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n {{- '<|im_end|>\\n' }}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|im_start|>assistant\\n' }}\n{%- endif %}\n"
}