individualized text generation has attracted considerable attention. To make generative systems that work for specific audiences, creation contexts, and information needs, they must be able to give a personalized response that takes extra contexts into account, like docum...
https://colab.research.google.com/github/oobabooga/text-generation-webui/blob/main/Colab-TextGen-GPU.ipynb Contributing If you would like to contribute to the project, check out theContributing guidelines. In August 2023,Andreessen Horowitz(a16z) provided a generous grant to encourage and support ...
能够衡量prefix和model generation之间的兼容性,从而可以灵活地作为socre function用在beam search中。 2. RANKGEN:a generation ranker 通过大规模的对比学习来训练RANKGEN,拉近prefix向量与gold completion之间的距离而推远prefix向量与negative的样本的距离。作者提供了两种构造负样本的方法,并实验证明了传统的语言模型无...
Controllable Text Generation (CTG) must meet two main requirements: Meeting Predefined Control Conditions: Ensuring that the generated text adheres to specified criteria, such as thematic consistency, safety, and stylistic adherence. Maintaining Text Quality: Ensuring that the text produced is fluent, ...
Retrieval-Augmented Generation (RAG) merges retrieval methods with deep learning advancements to address the static limitations of large language models (LLMs) by enabling the dynamic integration of up-to-date external information. This methodology, focusing primarily on the text domain, provides a cos...
The other big thing that's coming is large multimodal models or LMMs. These combine text generation with other modalities, like images and audio, so you can ask a chatbot what's going on in an image or have it respond with audio. GPT-4o and Google's Gemini models are two of the fir...
Research topics and directions: Bridging the cognitive gap The underlying mechanism for all LLMs can be simply explained as the next word prediction — predicting the next word to be generated as accurately as possible based on a lar...
Genome research in farm animals will expand our basic knowledge of the genetic control of complex traits, and the results will be applied in the livestock industry to improve meat quality and productivity, as well as to reduce the incidence of disease. A combination of quantitative trait locus ...
The structures corresponding to the PDB-codes mentioned in the main text are available through these links: Figures 1 and 2: 6ESQ (acetoacetyl-CoA thiolase/HMG-CoA synthase complex) Figure 3: 5TRM (Crystal structure of human GCN5 histone acetyltransferase domain), 2V5H (complex of PII and ...
https://colab.research.google.com/github/oobabooga/text-generation-webui/blob/main/Colab-TextGen-GPU.ipynb Contributing If you would like to contribute to the project, check out theContributing guidelines. Community Subreddit:https://www.reddit.com/r/oobabooga/ ...