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Job Title: MAGIC AI – Official Model Trainer Status: Contract (with opportunity for long-term collaboration) Compensation: $200 competition prize $400 official trainer contract Public credit on MAGIC GitHub & HuggingFace repositories (MAGIC + MageV1) About MAGIC AI MAGIC is a new AI architecture currently under active development. We're looking for a dedicated and highly skilled machine learning engineer to serve as the Official MAGIC Trainer, working directly on the training pipelines, performance tuning, and dataset refinement for the MAGIC and MageV1 foundation models. This role is ideal for someone who enjoys experimental architectures, training large models from scratch, and pushing performance boundaries through iterative improvements to the training loops. How Selection Works To be considered for the role, applicants must participate in and win the current competition: Competition: https://www.freelancer.com/contest/Training-MAGIC-AI-2663043/ Prize: $200 Goal: Train the best-performing MAGIC Base model The winner of this contest will automatically be offered the official training position. Position Summary As MAGIC’s Official Trainer, you will: Work directly with the developer of MAGIC on model training strategy Improve and extend the core training script ([login to view URL]) Design, run, and optimize training loops for MAGIC Base and subsequent versions Handle preprocessing, batching, scaling strategies, checkpoints, and evaluation Experiment with hyperparameters, optimizers, scheduling, and architecture variants Provide input on dataset sourcing, creation, and curation Collaborate on training reproducibility and documentation Help shape the official MAGIC training standards for future models Responsibilities Maintain and enhance MAGIC’s training pipeline Run training experiments and document performance results Implement improvements to stability, speed, and model quality Optimize for GPU/multi-GPU setups Collaborate on shaping the evolution of MageV1 and future MAGIC versions Contribute to best practices and training documentation Ensure reproducible training via versioning and clean code updates Requirements Technical Skills: Strong experience with PyTorch (preferred) or similar deep learning frameworks Hands-on experience training transformers or other large neural architectures Strong understanding of training loops, optimization, scheduling, and GPU efficiency Experience with large-scale data processing and dataset pipelines Familiarity with multi-GPU, distributed, or accelerated training frameworks Ability to debug training instabilities, loss issues, and performance bottlenecks Bonus Skills: Experience with custom architectures Prior contributions to ML open-source projects Ability to profile and optimize CUDA workloads Research background in LLMs or generative models Compensation & Recognition $200 for winning competition $400 upon completion of MageV1 Public credit as the Official Trainer of MAGIC and MageV1 on: GitHub HuggingFace Documentation Opportunity for expanded future paid roles as MAGIC evolves Priority consideration for extended research collaborations ### **How to Apply** 1. Enter the competition: [https://www.freelancer.com/contest/Training-MAGIC-AI-2663043/](https://www.freelancer.com/contest/Training-MAGIC-AI-2663043/) 2. Train and submit the strongest MAGIC Base model. 3. The winner receives the contract and begins work as MAGIC’s official trainer.
Projekt-ID: 40050360
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96 Freelancer bieten im Durchschnitt $212 USD für diesen Auftrag

⭐⭐⭐⭐⭐ Become the Official MAGIC AI Model Trainer and Drive Innovation ❇️ Hi My Friend, I hope you're doing well. I just checked all of your project requirements and I can see you are looking for an Official Model Trainer for MAGIC AI. You have no need to look any further as Zohaib is here to help you! My team is already doing 50+ similar projects for machine learning and model training. I will improve training pipelines and optimize performance while ensuring efficient dataset handling within the same budget. ➡️ Why Me? I can easily do your model training as I have 5 years of experience in machine learning, specializing in PyTorch, training large models, and optimizing performance. My expertise includes data processing, hyperparameter tuning, and working with GPU setups. I also have a strong grip on distributed training frameworks and debugging training issues. ➡️ Let's have a quick chat to discuss your project in detail and let me show you samples of my previous work. Looking forward to discussing this with you in chat. ➡️ Skills & Experience: ✅ PyTorch ✅ Model Training ✅ Hyperparameter Tuning ✅ Data Processing ✅ Performance Optimization ✅ Multi-GPU Training ✅ Dataset Curation ✅ Training Loops ✅ Debugging ✅ Documentation ✅ CUDA Optimization ✅ Machine Learning Frameworks Waiting for your response! Best Regards, Zohaib
$88 USD in 2 Tagen
7,7
7,7

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr
$400 USD in 7 Tagen
7,2
7,2

With a solid technical foundation in Artificial Intelligence and experience in Machine Learning (ML) and Deep Learning, I, Sardar Hasnain, am ready to take MAGIC to new heights as your Official Trainer. I am well-versed in training large neural architectures like MAGIC from scratch - a perfect match for your needs. My deep understanding of training loops, optimization, GPU efficiency, and multi-GPU setups ensures I can improve the models’ stability, execution time, and overall quality. In my career thus far, I've had plenty of experience working with large datasets which will add significant value to the fine-tuning and model performance evaluation processes at MAGIC. My expertise with PyTorch makes me intricately familiar with dataset pipelines aiding accurate preprocessing, batching, scaling strategies and evaluation. Bonus points: I also have a research background in LLMs and generative models!
$750 USD in 7 Tagen
6,5
6,5

Hello, Thank you so much for posting this opportunity. It sounds like a great fit, and I’d love to be part of it! I’ve worked on similar projects before, and I’m confident I can bring real value to your project. I’m passionate about what I do and always aim to deliver work that’s not only high-quality but also makes things easier and smoother for my clients. Feel free to take a quick look at my profile to see some of the work I’ve done in the past. If it feels like a good match, I’d be happy to chat further about your project and how I can help bring it to life. I’m available to get started right away and will give this project my full attention from day one. Let’s connect and see how we can make this a success together! Looking forward to hearing from you soon. With Regards! Abhishek Saini
$400 USD in 7 Tagen
5,5
5,5

Hi there,\n\nI'm excited about the opportunity to work as the Official MAGIC Trainer. I have a solid background in machine learning, particularly with PyTorch, and extensive experience in training large neural architectures, including transformers. This role's focus on refining the training pipeline and maximizing model performance aligns perfectly with my skills. I thrive in experimental environments and am skilled in optimizing GPU frameworks, enabling me to enhance stability and speed effectively. I will ensure all training processes are documented and reproducible to maintain the highest standards. \n\nI look forward to potentially working alongside the MAGIC development team to shape the training strategies for both MAGIC and MageV1. Once I successfully demonstrate my capabilities in the competition, I am confident that I can contribute significantly to the project's success.
$230 USD in 1 Tag
5,2
5,2

Hi there,Good morning I am Talha. I have read you project details i saw you need help with Neural Networks, Machine Learning (ML), AI Development, Large Language Model, Large Language Models (LLMs), Artificial Intelligence, Deep Learning and Python I am writing to propose an innovative approach to tackle your project. Our proposal centers on delivering creative and effective solutions that will set your project apart. We will present fresh, out-of-the-box ideas that align with your project's objectives, demonstrating how we can achieve remarkable results. Please note that the initial bid is an estimate, and the final quote will be provided after a thorough discussion of the project requirements or upon reviewing any detailed documentation you can share. Could you please share any available detailed documentation? I'm also open to further discussions to explore specific aspects of the project. Thanks Regards. Talha Ramzan
$10 USD in 11 Tagen
5,2
5,2

Hi there, I’m Ahmed from Eastvale, California — a Senior Full-Stack Engineer with over 15 years of experience building high-quality web and mobile applications. After reviewing your job posting, I’m confident that my background and skill set make me an excellent fit for your project — Machine Learning Engineer for MAGIC AI . I’ve successfully completed similar projects in the past, so you can expect reliable communication, clean and scalable code, and results delivered on time. I’m ready to get started right away and would love the opportunity to bring your vision to life. Looking forward to working with you. Best regards, Ahmed Hassan
$230 USD in 1 Tag
4,8
4,8

As a seasoned Machine Learning engineer and a dedicated coder, I believe my skills align perfectly with the needs of MAGIC AI's Official Model Trainer. My vast experience with Python and deep learning frameworks, including PyTorch, positions me strongly for developing and refining training pipelines at scale. In previous projects, I have trained large neural architectures and dealt effectively with issues like instabilities, performance bottlenecks, and GPU efficiency - which are likely to be part of this role's daily routine. Additionally, my understanding of multi-GPU work management matches MAGIC AI's focus on optimizing models for GPU-intensive scenarios. Moreover, I bring a wealth of hands-on experience in dataset processing and pipeline optimization - two crucial components you mentioned in the job description. Not only do I have a flair for preprocessing and scaling strategies but also an ability to debug complex data-related problems efficiently. Furthermore, my prior involvement in open-source projects gives me an edge in embracing your vision of creating MAGIC from public collaboration via platforms like GitHub.
$200 USD in 7 Tagen
4,7
4,7

Hello *Exited to apply* With 15+ years of experience in software development, I'm thrilled to apply for the MAGIC AI Official Model Trainer role. My expertise in machine learning, neural networks, and large language models makes me a strong fit for this position. *My Value Proposition* - Proven track record of delivering high-quality software solutions - Strong understanding of machine learning concepts and frameworks (PyTorch, etc.) - Experience with large-scale data processing and dataset pipelines - Excellent collaboration and communication skills *Why Me?* - I bring a unique blend of technical expertise and creative problem-solving skills - I'm passionate about AI and machine learning, and I'm excited to contribute to the MAGIC AI project - I'm committed to delivering exceptional results and driving project success *Let's Discuss Further* I'd love to explore how I can contribute to the MAGIC AI project. Can you share more about the project requirements and expectations?
$320 USD in 7 Tagen
4,4
4,4

Proposal: I am a seasoned Machine Learning Engineer with a strong background in Python, specializing in areas such as Machine Learning, Artificial Intelligence, and Neural Networks. With over a decade of experience, I have successfully delivered results for clients in the United States. My expertise aligns perfectly with the requirements of the Official MAGIC Trainer role, where I can contribute to training pipelines, performance tuning, and dataset refinement for the MAGIC and MageV1 models. I have a proven track record in similar projects, as showcased in my portfolio. I am dedicated to clear communication, timely delivery, and ensuring the success of your project. Let's collaborate to turn your vision for MAGIC AI into a reality. I look forward to discussing this opportunity further with you. Thank you. - Ali Zahid, CEO, Azur Solutions
$210 USD in 7 Tagen
4,3
4,3

Hi,\nI am eager to collaborate as the Official Model Trainer for MAGIC AI, leveraging my solid experience in training large neural architectures. I recently optimized training pipelines for a similar AI project, which improved model performance significantly. I am ready to enhance MAGIC’s training loops and push performance boundaries through careful experimentation and optimization. Let's discuss the next steps to ensure the best-performing MAGIC Base model meets your standards.
$10 USD in 2 Tagen
4,1
4,1

Hello Client, Hope you are doing great! I am a Python Developer with strong experience in building scalable, high-performing applications, automation scripts, APIs, data processing systems, and backend development. I can help you deliver a clean, optimized, and efficient Python solution for your project. Why Choose Me 1. Strong command over Python, Django, Flask, FastAPI 2. Expertise in API development & integration 3. Experience with automation, scripting, bots, and AI/ML tasks 4. Database experience: MySQL, PostgreSQL, MongoDB 5. Clean, optimized, well-commented code 6. End-to-end development: design -build - test - deploy What I Can Build 1. REST APIs (FastAPI / Flask / Django) 2. Automation scripts & bots 3. Web applications 4. Data scraping, cleaning, ETL pipelines 5. Machine Learning / AI models 6. Python-based tools and utilities 7. Integration with third-party APIs 8. Bug fixing and performance optimization Availability I can start immediately and share updates daily. Let’s Discuss Share your exact requirements or any reference, and I’ll provide: 1. Timeline 2. Cost estimate 3. Technical plan Looking forward to working with you!
$200 USD in 7 Tagen
4,1
4,1

Dear Chance B.. Thanks for sharing your project! I’ve worked on similar projects before and have hands-on experience with tasks like yours. I’ve got a bunch of hands-on experience with Machine Learning (ML), Artificial Intelligence, AI Development, Neural Networks, Python, Deep Learning, Large Language Model and Large Language Models (LLMs), so I’m comfortable handling everything you’re looking for. If you want to see my work quality, please feel free to check my reviews from previous clients. I can also show examples of previous projects and walk you through my workflow, including clear communication, clean execution, and a professional approach from start to finish. Feel free to message me anytime. I’d be happy to discuss your project and get started. Best Regards, Huy.
$230 USD in 1 Tag
3,7
3,7

Hi, I am excited about the opportunity to be the Official MAGIC Trainer. My extensive experience in machine learning, particularly with PyTorch and large transformer models, makes me an excellent fit for this role. I have designed and optimized training pipelines similar to MAGIC's architecture, focusing on iterative performance improvements. 1. **Model Training**: I have trained large models from scratch, consistently improving their performance through advanced hyperparameter tuning and customization of training loops. 2. **Pipeline Optimization**: My work involved maintaining and enhancing training scripts, which included preprocessing and scaling strategies, ensuring efficiency on multi-GPU setups. 3. **Documentation & Collaboration**: I prioritize thorough documentation and reproducibility, collaborating effectively with teams to shape evolving model standards and best practices. I look forward to entering the competition and you may find my approach to training and optimization beneficial in enhancing MAGIC's capabilities. Thanks, Luis Cesar
$230 USD in 1 Tag
3,6
3,6

Hey Chance B., I just went through your job description and noticed you need someone skilled in Deep Learning, Artificial Intelligence, Machine Learning (ML), Large Language Model, AI Development, Python, Neural Networks and Large Language Models (LLMs). That’s right up my alley. You can check my profile — I’ve handled several projects using these exact tools and technologies. Before we proceed, I’d like to clarify a few things: Are these all the project requirements or is there more to it? Do you already have any work done, or will this start from scratch? What’s your preferred deadline for completion? Why Work With Me? Over 180 successful projects completed. Long-term track record of happy clients and repeat work. I prioritize quality, deadlines, and clear communication. Availability: 9am – 9pm Eastern Time (Full-time freelancer) I can share recent examples of similar projects in chat. Let’s connect and discuss your vision in detail. Kind Regards, Zain Arshad
$10 USD in 3 Tagen
3,1
3,1

Hi Chance, I'm Robert, a Senior Full-Stack & AI Engineer with over 10 years of experience architecting and delivering SaaS platforms, automation systems, and intelligent applications, with strengths in AI/ML integration, clean architecture, and performance optimization. I have successfully built and deployed an autonomous robotics stack that integrates various AI systems, showcasing my ability to work with innovative architectures and refine complex models. My deep technical background in machine learning engineering, especially around large neural architectures, aligns perfectly with the needs of the MAGIC AI project. I can complete this project perfectly and deliver scalable, production-ready results. I am committed to maintaining clean code, robust documentation, and implementing CI/CD practices for reproducibility. Additionally, I ensure all ML models adhere to strict data-privacy standards and performance metrics. Let’s connect to refine your requirements and begin building a solution that exceeds expectations. What specific dataset sources are you considering for the MAGIC Base model?
$400 USD in 30 Tagen
3,2
3,2

⭐If you award me, your smile shows up.⭐ Hi Chance B. Your project really caught my attention — it’s very similar to one I completed recently. The setup feels familiar, with the same kind of challenges, just a few unique details. That’s actually great news, because it means I already know what works and can move fast without trial and error. Most importantly, I have deep experience and hands-on expertise with Python, Neural Networks, Large Language Model, Artificial Intelligence, Large Language Models (LLMs), AI Development, Deep Learning and Machine Learning (ML). In my portfolio, you can find a project similar to yours. https://www.freelancer.com/u/thomasb726 If you’re open to it, I’d love to hear more about what you’re building and share a few ideas from my past experience. ❓ Why clients choose me: ✅ Clear, fast, and proactive communication — you’ll never be left guessing where things stand. ✅ I treat your deadlines and reputation like my own — because once we start, they are. ✅ Easy to talk to, quick to respond, and focused on making your job easier. ✅ I always stand by and support the clients I work with, even long after delivery. Many of my clients stay with me long-term — because I show up, deliver, and don’t disappear. If you’re looking for a project executed with precision and quality, let’s chat soon and get started. Best, Tom
$230 USD in 1 Tag
3,1
3,1

Hi Chance, This MAGIC AI project, especially with its experimental architecture and focus on pushing performance boundaries, genuinely excites us. We're a team with deep PyTorch experience, having successfully tackled large neural architectures and optimized complex training loops for maximum GPU efficiency. From handling data preprocessing to debugging instabilities, our expertise aligns perfectly with your needs for the Official Trainer role. We're already reviewing the competition details and are confident in our ability to train the best-performing MAGIC Base model. We're keen to jump in and show you what we can do.
$205 USD in 14 Tagen
3,5
3,5

Hello! **20% Discount** — I understand the challenge of optimizing experimental model architectures and building reliable training loops that truly push performance. We trained a similar cutting-edge model just 3 weeks ago and can start immediately, delivering clean training pipelines, multi-GPU optimization, and continuous collaboration — plus fast communication & future support included!
$205 USD in 3 Tagen
3,1
3,1

Hi Chance B.. I am very excited with your project because I have completed similar project recently. The skills required for your project are my main specialty.(Large Language Model, AI Development, Deep Learning, Machine Learning (ML), Artificial Intelligence, Neural Networks, Large Language Models (LLMs) and Python) I can handle this perfectly and have abundent experiences. Please confirm that I am one of the best fits for you and drop me a message for further discussion. Thanks and Best Regards.
$230 USD in 6 Tagen
2,6
2,6

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