I will finetune large language mode, deploy it and build rag system
AI Engineer
Level 2
Has met high performance criteria and has a proven track record for meeting client expectations.
About this Gig
Unlock the Future with LLM Mastery
Dive into the world of AI like never before! I'm your expert navigator in the vast sea of GPT-4, Mixtral-8x7B, Llama 70B, and Gemini models, ready to guide you through the intricacies of these groundbreaking technologies.
Tailored Services for Unmatched Results :
- All models Fine-Tuning & Instruction-Tuning: Let's customize these AI giants to your specific needs, ensuring they perform optimally for your unique tasks and applications.
- Build Business-specific LLMs Using RAG : Retrieval-augmented generation (RAG) in Large Language Models (LLMs) enhances the model's ability to generate responses by dynamically retrieving relevant information from a large dataset or database at the time of the query
- Model Evaluation: With a keen eye for detail, I'll dive deep into your model's performance, emerging with valuable insights and actionable recommendations to enhance its efficiency and effectiveness.
With a profound understanding and hands-on experience, I'm here to unlock the full potential of these models for your projects and businesses.
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FAQ
Which models can you fine-tune?
I work with current open models such as Llama 4, Qwen 3, Mistral, DeepSeek and Phi-4 using LoRA/QLoRA, so fine-tuning stays affordable on consumer GPUs. Tell me your use case and I will recommend the right base model.
What do you need from me to start?
A description of your use case and, ideally, sample data (even a few hundred examples work). If you have no dataset yet, choose Premium and I will help you build one.
Will the fine-tuned model run on my own server?
Yes. I deploy with vLLM, Docker or Ollama on your VPS or on-prem server, with an OpenAI-compatible API endpoint. No per-token fees, your data stays private.
What is a RAG system?
Retrieval-Augmented Generation: the AI answers from YOUR documents (PDFs, wikis, manuals) instead of hallucinating. I build the full pipeline — ingestion, embeddings, vector DB and chat interface.
How long does fine-tuning take?
Small datasets of a few thousand examples typically finish within the Standard delivery time. Larger runs are scoped in Premium — message me first.
5 reviews for this Gig
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Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
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F 
fuzion88

South Korea
Ongoing collaborationWorking with Elias E. was a great experience. He has strong expertise in AI model training and delivered exactly what was needed with professionalism and attention to detail. Communication was smooth throughout the project, and he was always responsive, knowledgeable, and reliable. I highly recommend...
$800-$1,000
Price
6 days
Duration
Helpful?F 
fuzion88

South Korea
Ongoing collaborationWorking with Elias E was an excellent experience from start to finish. Communication was clear, professional, and fast throughout the entire project. He understood the requirements perfectly, delivered high-quality work on time, and paid close attention to detail. What impressed me most was his problem-solving...
$400-$600
Price
5 days
Duration
Helpful?C 
charlottecosta

Netherlands
Ongoing collaborationagain a very great experience, thank you
$200-$400
Price
8 days
Duration
Helpful?A acaademicweapon

United States
Ongoing collaborationGreat help. 10/10 would recommend coming to Ilyas. Responds quick and is very helpful.
$200-$400
Price
1 day
Duration
Helpful?B balayyababu09

United States
Ilyass is very professional and knows what he is doing. He goes above and beyond to deliver the best work. He is very proactive and quick to respond. I would recommend him for anyone, and I will consider him for future projects.
$200-$400
Price
4 days
Duration
Helpful?
5 reviews for this Gig
| (5) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Rating Breakdown
- Seller communication level
- Quality of delivery
- Value of delivery
Sort By
F 
fuzion88

South Korea
Ongoing collaborationWorking with Elias E. was a great experience. He has strong expertise in AI model training and delivered exactly what was needed with professionalism and attention to detail. Communication was smooth throughout the project, and he was always responsive, knowledgeable, and reliable. I highly recommend...
$800-$1,000
Price
6 days
Duration
Helpful?F 
fuzion88

South Korea
Ongoing collaborationWorking with Elias E was an excellent experience from start to finish. Communication was clear, professional, and fast throughout the entire project. He understood the requirements perfectly, delivered high-quality work on time, and paid close attention to detail. What impressed me most was his problem-solving...
$400-$600
Price
5 days
Duration
Helpful?C 
charlottecosta

Netherlands
Ongoing collaborationagain a very great experience, thank you
$200-$400
Price
8 days
Duration
Helpful?A acaademicweapon

United States
Ongoing collaborationGreat help. 10/10 would recommend coming to Ilyas. Responds quick and is very helpful.
$200-$400
Price
1 day
Duration
Helpful?B balayyababu09

United States
Ilyass is very professional and knows what he is doing. He goes above and beyond to deliver the best work. He is very proactive and quick to respond. I would recommend him for anyone, and I will consider him for future projects.
$200-$400
Price
4 days
Duration
Helpful?

