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I will fine tune custom llm models for your business with pytorch
Alex M
About this gig
I provide custom fine tuning of language models to help businesses improve accuracy, relevance, and performance for text based use cases. My service focuses on adapting a model to your specific data, domain, or workflow while keeping the scope clear and deliverables realistic.
This gig includes dataset review and preparation, fine tuning of a language model using open source or client provided data, and delivery of a trained or inference ready model depending on the selected package. I work with structured text datasets for applications such as chatbots, internal tools, automation, and domain specific assistants.
Each project starts with an initial assessment to confirm feasibility, dataset quality, and model choice. Higher tier packages include deeper data strategy, model recommendations, optimization for inference, and deployment ready setup where applicable.
I do not offer generic one size fits all solutions. Every project is handled individually with clear scope, documentation, and handover. No illegal, restricted, or copyrighted data is accepted.
If you are unsure which package fits your needs, contact me before ordering.
Get to know Alex M
Alex M
Custom AI and LLM fine tuning specialist
- FromBulgaria
- Member sinceDec 2025
Languages
Bulgarian, English
I am an AI engineer based in Bulgaria and a graduate of London, working with AI systems since 2018. I started with NLP tools such as paraphrasing and text optimization models and progressed to fine-tuning and deploying custom LLMs. I build practical, production-ready AI solutions including custom model fine-tuning, prompt engineering, and private AI systems tailored to business needs. I focus on accuracy, reliability, and real-world use cases.
FAQ
What data do you need to start?
You must provide a clean text dataset or documents for training. Dataset size, format, and language are reviewed before work starts.
Which models do you fine tune?
I fine tune open source or client provided language models suitable for text based tasks. Model choice is confirmed during the initial assessment.
Do you guarantee accuracy or performance improvements?
No fixed accuracy guarantees are offered. Results depend on data quality, dataset size, and use case.
Can you generate or help create training data if I don’t have any?
Yes, I can assist with dataset generation or structuring when required. This is limited to synthetic or client approved content and may require an additional package or extra service depending on scope.
Do you provide hosting or run the model for me?
No. I deliver a trained or inference ready model and setup instructions. Hosting or infrastructure is not included unless discussed in advance.
Can you work with confidential or private data?
Yes, as long as the data is legal and you have the right to use it. No illegal or restricted content is accepted.
Should I contact you before ordering?
Yes. If you are unsure about dataset readiness, model choice, or package selection, contact me first.
