Venus-X1 🌌

A fine-tuned AI model based on Falcon-RW-1B, adapted for self-development and creative ideation tasks.

🔍 Overview

Venus-X1 is a lightweight transformer model derived from Falcon-RW-1B developed by the Technology Innovation Institute (TII). This model has been fine-tuned using curated datasets on topics such as:

• Self-development and introspection
• Cognitive enhancement
• Creativity and mindset exploration
• Prompting frameworks for knowledge work

The goal of Venus-X1 is to provide a compact yet insightful model for researchers, creators, and developers working on personal growth and AI-generated self-reflection tools.

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🧠 Base Model

• Original Name: Falcon-RW-1B
• Creator: tiiuae
• License: Apache 2.0
• URL: https://huggingface.co/tiiuae/falcon-rw-1b

Model weights downloaded using:

wget https://huggingface.co/tiiuae/falcon-rw-1b/resolve/main/pytorch_model.bin
🛠️ Fine-Tuning Details
Fine-tuned by: Shi Thumb (https://huggingface.co/shithumb)

Dataset used: AI_Self_Development_Guide

Token length: 2048

Epochs: 3–5

Tokenizer: Inherits from Falcon-RW-1B tokenizer

The model was trained using Hugging Face Transformers with mixed-precision (fp16) on a single GPU.

💾 How to Use
python
Salin
Edit
from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("shithumb/venus-x1")
tokenizer = AutoTokenizer.from_pretrained("shithumb/venus-x1")

prompt = "How can I improve my daily focus and motivation?"
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=200)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))
📚 Dataset
Dataset used: venus-1.csv

This dataset contains guided self-development prompts and insights in structured format.

📄 License
This model is released under the Apache 2.0 license, same as its base model.

See LICENSE.txt for details.

🤝 Acknowledgements
Thanks to tiiuae for open-sourcing Falcon-RW-1B.

Fine-tuned and republished by Shi Thumb

🧭 Contact
For questions, discussions, or collaborations, reach out via:

Hugging Face: https://huggingface.co/shithumb

Email: berinspa@gmail.com

Last updated: August 2025