I will fine tune llm with lora or qlora and train a custom ai model
Our company is a web development agency that provides web services
About this Gig
Need an AI model that actually understands your business data? I will fine-tune a large language model (LLM) or train a custom machine learning or deep learning model on your data, test it properly, and hand it over ready to use.
What I can do for you:
- LLM fine-tuning with LoRA and QLoRA on open-source models (Llama, Mistral, Qwen, Gemma)
- Custom machine learning and deep learning models: classification, prediction, NLP, sentiment analysis and image models
- Dataset cleaning, formatting and preparation for training
- RAG pipelines and AI agents that answer from your documents
- Model evaluation with clear metrics and a short report
- Deployment as an API with FastAPI, ready to plug into your app (Premium)
Tools I use: Python, PyTorch, TensorFlow, Keras, Hugging Face Transformers, PEFT, LangChain, scikit-learn and Google Colab.
Why work with me:
- AI engineer and full-stack developer, so I can also build the app around your model
- Clear communication and progress updates at every step
- Clean, commented source code that you fully own
Please message me before ordering with a short description of your data and goal, and I will recommend the right model and packag
Programming Language:
Python
AI Model Frameworks & Tools:
TensorFlow
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PyTorch
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Keras
Data Type:
Text
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Images
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Tabular Data
AI Engine:
GPT
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TensorFlow
•
Bert
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Llama
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PyTorch
My Portfolio
FAQ
What data do you need from me?
Your dataset (CSV, Excel, JSON, text files or documents) and a short description of what the model should do. If your data is not ready, I can clean and format it for training.
Which LLMs can you fine-tune?
Open-source models such as Llama, Mistral, Qwen and Gemma using LoRA or QLoRA, plus OpenAI fine-tuning. I will recommend the best option for your budget and hardware.
Do I need my own GPU or cloud account?
No. I can train on Google Colab or a cloud GPU. For large models, cloud GPU costs may apply and I will tell you before starting.
Will I get the trained model and code?
Yes. You receive the model weights or adapter, the training code with comments, and a short report with evaluation results.
