Description:
I am looking for a skilled Python developer experienced in Natural Language Processing (NLP) and deep learning to create scripts for finetuning various Language Models (LLMs). The objective is to generate creative and engaging titles for a range of applications. Access to PaLM 2 and GPT 4 APIs is necessary to accomplish this task.
Responsibilities:
Develop Python scripts for finetuning different Language Models (LLMs) to generate titles.
Utilize PaLM 2 and GPT 4 APIs for accessing and leveraging their capabilities.
Collect and preprocess relevant training data suitable for title generation.
Implement tokenization and data augmentation techniques to enhance the quality of generated titles.
Fine-tune the LLMs using appropriate optimization algorithms and training strategies.
Conduct rigorous testing and evaluation of the finetuned models to ensure their effectiveness in generating high-quality titles.
Requirements:
Strong proficiency in Python programming and experience with NLP libraries (e.g., Transformers, Hugging Face).
In-depth understanding of Language Models (LLMs), including BERT, GPT, and similar architectures.
Familiarity with finetuning techniques for LLMs and experience working with large-scale datasets.
Prior experience with accessing and integrating APIs, particularly PaLM 2 and GPT 4.
Solid knowledge of tokenization methods, data preprocessing, and augmentation techniques.
Ability to evaluate and compare the performance of different LLMs and select appropriate models for the task.
Strong problem-solving skills and attention to detail to ensure the generated titles are contextually appropriate and engaging.
Good communication skills to discuss project requirements and provide regular updates on progress.
Additional Information:
This is a remote freelance position, allowing flexibility in working hours.
The project timeline and payment details will be discussed individually based on the scope of work and deliverables.
Clear guidelines and instructions will be provided, along with access to necessary APIs and resources.
Confidentiality and secure handling of data are of utmost importance throughout the project.
If you are passionate about NLP, skilled in finetuning LLMs, and have experience with PaLM 2 and GPT 4 APIs, I would love to hear from you. Please provide your relevant experience, sample projects, and any other relevant information when applying for this job.
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