Shypd.aiThe largest open index of AI toolsOpenNMT-py is an open-source neural machine translation and large language model framework in PyTorch. It is designed for research-friendly experimentation in NLP tasks like translation, language modeling, and summarization.
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OpenNMT-py is an open-source framework built on PyTorch for neural machine translation and large language models. It provides a flexible environment for researchers and developers to experiment with new ideas in NLP tasks such as translation, language modeling, and summarization. The project supports various LLM architectures including Llama, Mistral, OpenLlama, Redpajama, MPT-7B, and Falcon, with features like 8-bit and 4-bit quantization, LoRA adapters, and tensor parallelism for efficient training and inference on GPUs. While OpenNMT-py is no longer actively supported, its successor, Eole, is available for continued development and offers enhanced features for NMT, LLM, and Encoders.
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