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LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)Efficient fine-tuning is vital for adapting large language models (LLMs) to downstream tasks. However, it requires non-trivial efforts to implement these methods on different models. We present LlamaFactory, a unified framework that integrates a suite of
Yaowei Zheng +5 more
semanticscholar +1 more source
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
Annual Meeting of the Association for Computational LinguisticsWe introduce AnyGPT, an any-to-any multimodal language model that utilizes discrete representations for the unified processing of various modalities, including speech, text, images, and music.
Jun Zhan +15 more
semanticscholar +1 more source
Computer Vision and Pattern Recognition
We present JanusFlow, a powerful framework that unifies image understanding and generation in a single model. JanusFlow introduces a minimalist architecture that integrates autoregressive language models with rectified flow, a state-of-the-art method in ...
Yiyang Ma +13 more
semanticscholar +1 more source
We present JanusFlow, a powerful framework that unifies image understanding and generation in a single model. JanusFlow introduces a minimalist architecture that integrates autoregressive language models with rectified flow, a state-of-the-art method in ...
Yiyang Ma +13 more
semanticscholar +1 more source
Automatic code generation using unified modeling language activity and sequence models
IET Software, 2016S. Viswanathan, P. Samuel
semanticscholar +1 more source
2016 7th IEEE International Conference on Software Engineering and Service Science (ICSESS), 2016
Jessada Tomyim, A. Pohthong
semanticscholar +1 more source
Jessada Tomyim, A. Pohthong
semanticscholar +1 more source
Transforming heat transfer with thermal metamaterials and devices
Nature Reviews Materials, 2021Ying Li, Wei Li, Tiancheng Han
exaly
A unified description of non-radiative voltage losses in organic solar cells
Nature Energy, 2021Xian-Kai Chen, Deping Qian, Yuming Wang
exaly