Penerangan Pekerjaan - Large Language Model Algorithm Engineer
Job Description:
The construction of large language model Agents technology and its application in Shopee e-commerce, using retrieval-augmented(RAG) technology in business fields such as chatbot, videos, search and recommendation, etc.
Exploration and implementation of the core algorithms of large language models, including ultra-large-scale pre-training, instruction fine-tuning, reinforcement learning, etc., from a multilingual perspective to solve problems such as hallucinations and long texts etc
Optimize the inference speed of language models, explore and implement acceleration strategies such as Medusa, Speculative Decoding, multi-LoRA inference, and Pruning, and build an inference framework for LLMs.
Establish a complete large model evaluation system, provide standardized model evaluation capabilities, establish and improve evaluation data sets, and use model evaluation to reversely drive and improve the performance of large language models in actual business.
Data algorithm of Large language model involving construction of multi-language pre-training, instruction fine-tuning, human preference behavior and other data systems, establishing a complete engineering system for model fine-tuning and data set preparation, effectively improving data set quality and delivery capabilities.
Requirements:
Excellent coding skills, data structure and basic algorithm skills, proficiency in Python/Pytorch coding, and harness the Hands-on ability.
Those who are familiar with NLP and CV related algorithms and technologies, and those who are familiar with large model training and RL algorithms are preferred
Familiar with the basic principles and training methods of industry-leading LLM (such as GPT, LLaMA), or familiar with the basic principles and training methods of mainstream multi-modal large models (such as Flamingo, LLaVA), and have research experience in text generation or dialogue systems, etc.
Excellent problem analysis and solving skills, able to deeply solve problems in large model training and application
Good communication and collaboration skills, able to explore new technologies with the team and promote technological progress.
Semua Iklan Pekerjaan adalah tertakluk kepada Terms of Service GrabJobs. Kami membenarkan pengguna membenderakan siaran yang mungkin melanggar syarat tersebut. Iklan Pekerjaan juga mungkin dibenderakan oleh pasukan penyederhana GrabJobs. Walau bagaimanapun, tiada sistem penyederhanaan yang sempurna dan membenderakan siaran tidak memastikan bahawa ia akan dialih keluar.
Jadilah orang yang pertama menerima Construction Worker Full-Time Jobs terkini di Malaysia.
Sediakan makluman pekerjaan:
Dengan mengaktifkan makluman kerja, saya bersetuju menerima GrabJobs Terms & Privacy Policy. Saya boleh berhenti melanggan makluman kerja pada bila-bila masa.
Langkau
Anda mencapai bilangan maksimum makluman kerja anda.
GrabJobs ialah portal pekerjaan no1 di Malaysia, menghubungkan anda dengan beribu-ribu pekerjaan dengan pantas!
Cari kerja terbaik di Malaysia, mohon dalam 1 klik dan dapatkan pekerjaan hari ini!