Trending Research
QLoRA: Efficient Finetuning of Quantized LLMs
artidoro/qlora
•
•
Our best model family, which we name Guanaco, outperforms all previous openly released models on the Vicuna benchmark, reaching 99. 3% of the performance level of ChatGPT while only requiring 24 hours of finetuning on a single GPU.
Ranked #1 on
on
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Language models are increasingly being deployed for general problem solving across a wide range of tasks, but are still confined to token-level, left-to-right decision-making processes during inference.
Uni-ControlNet: All-in-One Control to Text-to-Image Diffusion Models
shihaozhaozsh/uni-controlnet
•
•
Text-to-Image diffusion models have made tremendous progress over the past two years, enabling the generation of highly realistic images based on open-domain text descriptions.
Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training
Liuhong99/Sophia
•
•
Given the massive cost of language model pre-training, a non-trivial improvement of the optimization algorithm would lead to a material reduction on the time and cost of training.
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold
Synthesizing visual content that meets users' needs often requires flexible and precise controllability of the pose, shape, expression, and layout of the generated objects.
VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks
We hope this model can set a new baseline for generalist vision and language models.
EasySpider: A No-Code Visual System for Crawling the Web
As such, web-crawling is an essential tool for both computational and non-computational scientists to conduct research.
Enhancing Detail Preservation for Customized Text-to-Image Generation: A Regularization-Free Approach
drboog/profusion
•
•
However, generating images of novel concept provided by the user input image is still a challenging task.
Any-to-Any Generation via Composable Diffusion
microsoft/i-code
•
•
We present Composable Diffusion (CoDi), a novel generative model capable of generating any combination of output modalities, such as language, image, video, or audio, from any combination of input modalities.
Ranked #2 on
Audio Generation
on AudioCaps
Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models
shi-labs/prompt-free-diffusion
•
•
Text-to-image (T2I) research has grown explosively in the past year, owing to the large-scale pre-trained diffusion models and many emerging personalization and editing approaches.
