Text Generation
Transformers
Safetensors
English
qwen2
dating
relationships
advice
companion
chat
fine-tuned
qwen
spiceechat
conversational
text-generation-inference
Instructions to use SpiceeChat/Cinder-1.5B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use SpiceeChat/Cinder-1.5B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="SpiceeChat/Cinder-1.5B") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("SpiceeChat/Cinder-1.5B") model = AutoModelForCausalLM.from_pretrained("SpiceeChat/Cinder-1.5B") messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=40) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps
- vLLM
How to use SpiceeChat/Cinder-1.5B with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "SpiceeChat/Cinder-1.5B" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "SpiceeChat/Cinder-1.5B", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/SpiceeChat/Cinder-1.5B
- SGLang
How to use SpiceeChat/Cinder-1.5B with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "SpiceeChat/Cinder-1.5B" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "SpiceeChat/Cinder-1.5B", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "SpiceeChat/Cinder-1.5B" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "SpiceeChat/Cinder-1.5B", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use SpiceeChat/Cinder-1.5B with Docker Model Runner:
docker model run hf.co/SpiceeChat/Cinder-1.5B
| 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/FineβTuned-QLoRA-green" alt="FineβTuned"></a> | |
| <a href="https://huggingface.co/SpiceeChat"><img src="https://img.shields.io/badge/SpiceeChat-π₯-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> | |
| --- | |
| # π₯ Cinder-1.5B β 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 β part advisor, part confidant, all heart. | |
| --- | |
| ## π¬ What Cinder Can Do | |
| | Capability | Description | | |
| |------------|-------------| | |
| | π§βπ€βπ§ **Partner Matching** | Analyze profiles and suggest ideal partner types | | |
| | π **Breakup Support** | Compassionate advice for healing and moving forward | | |
| | π **Communication Tips** | Help with difficult conversations and expressing feelings | | |
| | π **Profile Analysis** | Understand what dating profiles really say about a person | | |
| | π§ **Self-Discovery** | Help you figure out what you truly want in a relationship | | |
| | π€ **Emotional Support** | A safe, non-judgmental space to talk about anything | | |
| --- | |
| ## π§ Who Is Cinder? | |
| > **"Who are you?"** | |
| > | |
| > *"I'm Cinder. Think of me as the friend you text when love gets confusing β 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."* | |
| --- | |
| ## π οΈ 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 | | |
| --- | |
| ## π Training Data Sources | |
| | Source | Description | | |
| |--------|-------------| | |
| | ποΈ **Custom JSONL files** | Curated conversation datasets for dialogue style | | |
| | π **OkCupid-59k** | 59,000 anonymized dating profiles | | |
| | π± **Dating-App-Behavior-Dataset** | Real user behavior patterns | | |
| | π **Dating-App-59k-Anonymized-Profiles** | Broad, diverse profile data | | |
| | π¬ **Lovoo profiles** | Raw dating bios for authentic language | | |
| --- | |
| ## π 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) | |
| ``` | |
| --- | |
| ## π·οΈ Built by SpiceeChat | |
| Cinder is part of the **SpiceeChat** ecosystem β tools and AI designed to help people find love, build meaningful relationships, and navigate the complexities of modern dating. | |
| - π **Website**: [dating-fatigue.com](https://dating-fatigue.com) | |
| - π€ **Soulmate Oracle**: Live on Hugging Face Spaces | |
| - π **Organization**: [SpiceeChat on Hugging Face](https://huggingface.co/SpiceeChat) | |
| --- | |
| ## β οΈ Disclaimer | |
| Cinder is an AI companion, **not a licensed therapist**. She's here to listen, support, and offer perspective β but for serious mental health concerns, please seek help from a qualified professional. | |
| --- | |
| ## π License | |
| Released under the **Apache 2.0** license. Free to use, modify, and share β just give credit to SpiceeChat. | |
| --- | |
| <div align="center"> | |
| <sub>Made with β€οΈ by SpiceeChat</sub> | |
| </div> |