Obtranslate

OBTranslate® also known as (“OpenBinacle Translate”), is a deep learning company that develops online CAT (Computer Assisted Translation) tools, neural machine translation (NMT), and artificial intelligence platforms for languages. We are working hard to bring computation power together to support the open models' ecosystem while developing decentralized training algorithms for heterogeneous GPU hardware connected over slow (1Gbps) internet links. We are building state-of-the-art models that are much larger, that can outperforms many 100B+ parameter models on classification benchmarks. Training foundation models, such as GPT and MT can be extremely expensive, often involving tens of thousands of GPUs running continually for months and even years. We have thus developed OBTranslate® platforms to democratize complicated distributed training in the AI community by unifying an array of training acceleration techniques in one deep learning system. In our AI systems, we also included novel parallelism methods such as multi-dimension tensor parallelism and sequence parallelism. OBTranslate® aims to make distributed training easy by providing user-friendly APIs while allowing users to maintain their coding habit of writing single-node programs. We simply want most (spoken or written) languages to talk to each other seamlessly. We have built machine translation models and artificial intelligence (AI/MT) platforms that could enable self-driving cars, speaker devices, humanoid robots, smartphones, wireless technology, and OBMeet® messaging and video conferencing platforms to interact with humans in diverse languages. OBTranslate® is a subsidiary of OpenBinacle Group. kindly visit OR