Fine-Tuning Gemini and Ollama Models for Text Classification (Spanish Dataset)
$30-250 USD
Dibayar saat pengiriman
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.
ID Proyek: #38990616
Tentang proyek
45 freelancer rata-rata menawar $149 untuk pekerjaan ini
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 Lebih banyak
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 Lebih banyak
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 Lebih banyak
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 Lebih banyak
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 Lebih banyak
Hello,I can definitely fine tune .I have 6 years of experience in Machine Learning engineering.I look forward to connect to you.
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 Lebih banyak
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 Lebih banyak
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 Lebih banyak
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 Lebih banyak
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 Lebih banyak
Hello Dear! Good Day! Hope you are doing fine. This is Ruhul Ajom Sagor. I am an expert "Web Developer" with 10+ years of working experience in PHP, HTML5, CSS3, JavaScript, jQuery, Bootstrap, MySql and different Fra Lebih banyak
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 Lebih banyak
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 Lebih banyak
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. Lebih banyak
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 Lebih banyak
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 Lebih banyak
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 Lebih banyak
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 Lebih banyak
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 Lebih banyak
