Fine-Tuning Gemini and Ollama Models for Text Classification (Spanish Dataset)
$30-250 USD
Teslim sırasında ödenir
We are looking for a freelancer with proven experience in fine-tuning Gemini and Ollama models, for text classification tasks. Our project involves a dataset composed of over 10,000 records of police reports, each classified into categories such as Robbery, Theft, Fraud, among others.
The training could be online, but the model should run locally, which, is already working.
Key Information:
All records are stored in our database, and we can export them to a JSONL format for training purposes.
Currently, without fine-tuning, we achieve an accuracy of 60%.
Objective: Achieve a classification accuracy above 90% by fine-tuning models.
The final model should be capable of receiving a new police report and accurately predicting the corresponding category.
Requirements:
Experience: Demonstrated expertise in fine-tuning Gemini and Ollama models for text classification.
Deliverable: Provide the complete code and process for fine-tuning the model, including preprocessing, training, and testing. The resulting model should:
Accept a police report as input.
Return the corresponding classification with high accuracy.
Language: Proficiency in Spanish NLP tasks is essential, as the dataset and classifications are entirely in Spanish.
Familiarity with manipulating JSONL datasets for training.
Expectations:
The freelancer should guide us in building a robust training pipeline and optimizing model performance.
Regular updates and documentation on the progress of the fine-tuning process.
Suggestions for improving the dataset, if necessary, to enhance the model’s effectiveness.
This is an exciting opportunity to work on a real-world application of NLP with a meaningful impact. If successful, there’s potential for ongoing collaboration to expand the project.
Proje NO: #38990616
Proje hakkında
Seçilen:
Hello Ariel L., I have thoroughly reviewed the job description, and it seems you are looking for someone skilled in Python, Node.js, Data Processing and Large Language Models (LLMs). I believe this aligns well with my Daha Fazla
Bu iş için 43 freelancer ortalamada $181 teklif veriyor
Hello, Ariel. I would be happy to assist with fine-tuning Gemini and Ollama models for your text classification project. My approach will involve preparing and optimizing your dataset, fine-tuning the models, and impl Daha Fazla
Hello Ariel, I have carefully reviewed your job posting and am confident that my expertise in Python, Data Processing, Node.js, Large Language Models (LLMs), combined with extensive experience in Python and software Daha Fazla
Hello, With my expertise in Python, data analytics, and AI technologies, I am well-equipped to fine-tune Gemini and Ollama models for high-accuracy text classification tasks. I have hands-on experience in data preproc Daha Fazla
Hello, I understand you’re looking for an expert to fine-tune Gemini and Ollama models for text classification of police reports. With my experience in NLP and fine-tuning models for text classification, I am confiden Daha Fazla
Hello there, I have hands-on experience fine-tuning large language models like Gemini and Ollama, specifically for text classification tasks in real-world applications. Given your dataset of over 10,000 Spanish poli Daha Fazla
Hello,I can definitely fine tune .I have 6 years of experience in Machine Learning engineering.I look forward to connect to you.
Hey there, I am an NLP specialist with proven experience in fine-tuning Gemini and Ollama models for text classification tasks. I can help you achieve over 90% accuracy by fine-tuning your model for Spanish police repo Daha Fazla
Having worked extensively in Node.js and Python, I am excited to apply my skills and expertise to fine-tune the Gemini and Ollama models for your Spanish text classification project. My knowledge of Data Processing giv Daha Fazla
Hello, I'm interested in your project Fine-Tuning Gemini and Ollama Models for Text Classification (Spanish Dataset) . Please feel free to send me a message or schedule a call so that we can discuss it further. Kin Daha Fazla
Hello there I am a GenAI engineer with extensive experience with fine-tuning models. I have worked on similar projects related to fine-tuning open source models for tect classification. I’m familiar with JSONL format f Daha Fazla
With over 7 years of diverse and comprehensive Python programming experience, including Node.js, I believe I have the technical skills you need to tackle this intriguing NLP project. My proficiency in machine learning Daha Fazla
Hello! I am interested in Fine-Tuning Gemini and Ollama Models for Text Classification (Spanish Dataset). With 7+ years experience in software development, I have 100+ successful projects built and 60+ happy clients. F Daha Fazla
Hey Ariel L., I just finished reading the job description and I see you are looking for someone experienced in Large Language Models (LLMs), Node.js, Python and Data Processing. This is something I can do. Please revi Daha Fazla
Hi, I have 7+ years of experience developing similar solutions. I can assist you in fine-tuning Gemini and Ollama models for Spanish text classification to achieve over 90% accuracy, leveraging your dataset of police r Daha Fazla
Hello, With a solid technical background spanning from Frontend to Backend Development, I bring extensive experience in languages like Node.js and Python that will be instrumental for the success of your NLP project. Daha Fazla
Hello! I am a passionate Full Stack Developer with over 7 years of experience in building high-quality web applications. My expertise spans across Python, Large Language Models (LLMs), Data Processing and Node.js techn Daha Fazla
Hello there, With over 12 years of experience, I specialize in delivering tailored solutions that meet the unique needs of individuals and businesses like yours. Whether it’s building feature-rich applications, enhanc Daha Fazla
Hello Ariel L., I understand that you require fine-tuning Gemini and Ollama models for text classification on a Spanish dataset of police reports. With expertise in Node.js, Python, and data processing, I am well-equi Daha Fazla
Hello there! Kindly allow me to be your fine-tuning maestro for this gig! With my expertise in Gemini and Ollama models, I’m here to transform your text classification dreams into reality. I understand that we’re dea Daha Fazla
Hi Ariel L.! I came across your project, "Fine-Tuning Gemini and Ollama Models for Text Classification (Spanish Dataset)," and I’m excited about the opportunity to help you achieve your goals. With expertise in Node.j Daha Fazla