I will train and fine tune custom ai models in python
From concept to completion: Delivering projects on time and on budget
Level 1
Has met certain performance criteria and shows strong potential in the marketplace.
About this Gig
Want your own AI model tailored to your data?
I will help you train and fine-tune custom AI or LLM models using GPT, Hugging Face Transformers, PyTorch, or TensorFlow, built exactly for your project needs.
What I Offer
- Fine-tuning LLMs (GPT-3.5, Llama, Falcon, BERT, etc.)
- Data preprocessing and cleaning for high-quality training
- Model training, testing, and performance reporting
- Deployment to Hugging Face Spaces, Replicate, or your private server
- Integration help via API or app (Gradio, Streamlit, or custom backend)
Tools & Stack
Machine Learning Frameworks: PyTorch, TensorFlow, Keras
NLP & AI Libraries : Hugging Face Transformers, LangChain, OpenAI API
Data & ML Tools : Datasets, Pandas, NumPy, Scikit-learn
Development Environments : Google Colab, Kaggle Notebooks, Microsoft Azure Notebooks, JupyterLab, Lambda Labs, RunPod, Paperspace
Experiment Tracking: Weights & Biases, MLflow
Deployment & Hosting : Render, Hugging Face Spaces, FastAPI, Flask
Why Choose Me
- Hands-on experience with LLM fine-tuning pipelines
- End-to-end de What kind of models can you fine-tune?
- Clean, reproducible code and detailed documentation
My Portfolio
FAQ
What kind of models can you fine-tune?
I can fine-tune models like GPT-3.5, Llama, Falcon, BERT, and other Transformer-based architectures for text generation, classification, summarization, or Q&A tasks.
Do I need to provide a dataset?
If you already have a dataset, Great! I can clean, preprocess, and use it for fine-tuning. If not, I can help you collect or create one based on your project goals.
Where will the model be deployed?
You can choose deployment on Hugging Face Spaces, Render, or your private server. I also provide integration support for APIs or front-end apps (Streamlit, Gradio, etc.).
Can you train models on Google Colab or other cloud GPUs?
Yes, I can use Google Colab Pro, Kaggle, Lambda Labs, or RunPod environments depending on your budget and performance needs.
What files or deliverables will I receive?
You’ll get the trained model, codebase, documentation, and (if applicable) API or web app integration instructions.
