Llama-adapter: Efficient fine-tuning of language models with zero-init attention

R Zhang, J Han, C Liu, P Gao, A Zhou, X Hu… - arXiv preprint arXiv …, 2023 - arxiv.org
We present LLaMA-Adapter, a lightweight adaption method to efficiently fine-tune LLaMA
into an instruction-following model. Using 52K self-instruct demonstrations, LLaMA-Adapter …

Llama-adapter v2: Parameter-efficient visual instruction model

P Gao, J Han, R Zhang, Z Lin, S Geng, A Zhou… - arXiv preprint arXiv …, 2023 - arxiv.org
How to efficiently transform large language models (LLMs) into instruction followers is
recently a popular research direction, while training LLM for multi-modal reasoning remains …

LLaMA-adapter: Efficient fine-tuning of large language models with zero-initialized attention

R Zhang, J Han, C Liu, A Zhou, P Lu… - The Twelfth …, 2024 - openreview.net
With the rising tide of large language models (LLMs), there has been a growing interest in
developing general-purpose instruction-following models, eg, ChatGPT. To this end, we …

[HTML][HTML] 图像生成模型的法律性质界定

马佳祺, 董星宏, 周羽枫 - Dispute Settlement, 2023 - hanspub.org
以扩散模型和经扩散模型训练而成的海量的, 个性化的预训练模型和微调模型为代表的图像生成
式AI 在图像生成, 修改与替换等领域一枝独秀. 核心技术开源,“一键式” 便捷操作并且兼顾“质” …

Conditioning Diffusion Models for image manipulation

D Räk - 2024 - reposit.haw-hamburg.de
This bachelor thesis evaluates Conditional Diffusion Models, a rapidly emerging class of
Generative Models. Although Conditional Diffusion Models have a wide range of …

[HTML][HTML] Leveraging LLMs for dialogue quality measurement

J Jia, A Komma, T Leffel, X Peng, A Nagesh, T Soliman… - 2024 - amazon.science
In task-oriented conversational AI evaluation, unsupervised methods poorly correlate with
human judgments, and supervised approaches lack generalization. Recent advances in …

Investigating the usefulness of a generative AI when designing user interfaces

A Bleichner, N Hermansson - 2023 - diva-portal.org
Generative AI is a hot topic as of 2023, with huge financial investments in the industry. The
areas of use for it are rapidly expanding. One potential benefit of generative AI could be in …