Responsibilities
1. Responsible for the construction of Toutiao domain models, including domain pre-training, instruction fine-tuning, training and inference acceleration, model evaluation and other technologies 2. Explore the application of big language model technology in Toutiao business scenarios, and provide more intelligent model capabilities for Toutiao content creation, operation, interactive experience and other aspects 3. Optimize existing online algorithms, including dialogue systems, text generation, text classification, knowledge graphs, retrieval and question answering, etc., and develop efficient and reliable NLP solutions based on actual business needs and data 4. Track and explore cutting-edge technologies and applications of large language models.
Qualifications
1. Familiar with the theoretical foundations of the NLP field, master statistical models and machine learning related principles, have practical experience in NLP, and have participated in related projects 2. Familiar with the principles and training methods of industry-leading large language models (GPT series, LLaMA, ChatGLM, etc.) 3. Candidates with large model tuning, familiar with large model distributed training and debugging experience will be given priority 4. Applicants with experience in text generation, dialogue systems, etc. are preferred 5. Applicants with academic results published in top NLP conferences/journals are preferred.