The vibrant gathering served as a celebration of the rapid growth of a particular type of generative AI—the open-source kind—and of the community that has sprung up around it. In the months since there has been an explosion of new players, models, and use cases in the open-source ecosy...
The past year has seen a steep rise in generative AI systems that claim to be open. But how open are they really? The question of what counts as open source in generative AI is poised to take on particular importance in light of the upcoming EU AI Act that reg-ulates open source syst...
Generative AI is the future and developers can choose from many open source platforms to build and deploy AI models. In fact, they may even face the problem of plenty. Generative AI comprises a set of models that describe what we want, visualising and generating content to match prompts. It...
The Generative AI marketplace is on fire. Beyond the big platform players, there are many hundreds of specialty providers funded by ample venture capital and a wave of new open-source models and capabilities. Enterprise application providers, such as Salesforce and SAP, are building LLM capabiliti...
Why Is Generative AI Important? A useful way to understand the importance of generative AI is to think of it as a calculator for open-ended, creative content. Like a calculator automates routine and mundane math, freeing up a person to focus on higher-level tasks, generative AI has the po...
Despite their promise, the new generative AI tools open a can of worms regarding accuracy, trustworthiness,bias, hallucination and plagiarism --ethical issuesthat likely will take years to sort out. None of the issues are particularly new to AI. Microsoft's first foray into chatbots in 2016, ...
Fierté AI: The open-source GenAI assistant that protects against microaggressions and reduces bias A series of controversies surrounding the outcomes of GenAI models has increased advocacy for ethical oversight and governance of AI. While explicit bias, violence, and... ...
Source:https://laion.ai/blog/large-openclip/?trk=cndc-detail Stable Diffusion v2 版本的文本编码器就是用 OpenCLIP 训练的文生图(Text-to-Image)模型。该文本编码器由 LAION 在 Stability AI 的支持下开发,与之前的 V1 版本相比,它极大地提高了生成的图像的质量。此版本中的文生图(Text-to-Image)模...
Source:https://laion.ai/blog/large-openclip/?trk=cndc-detail Stable Diffusion v2 版本的文本编码器就是用 OpenCLIP 训练的文生图(Text-to-Image)模型。该文本编码器由 LAION 在 Stability AI 的支持下开发,与之前的 V1 版本相比,它极大地提高了生成的图像的质量。此版本中的文生图(Text-to-Image)模...
Source:https://huggingface.co/tiiuae/falcon-40b?trk=cndc-detail 4.Flacon 40B 的模型结构 Falcon-40B 是一个因果解码器模型(causal decoder-only model ),在因果语言建模任务(即预测下一个 token)上训练。该架构主要参考在 GPT-3 论文(Brown et al., 2020)上做了以下主要改进: ...