Hi@nkasmanoff:) I am also very interested in porting multimodal models. My end goal is to implementferretin MLX and I will probably need some help. Here is my (draft) pull request for CLIP (#315). I think it is going well and I am confident that it will be done soon. After we...
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains component
Cheung’s next example, originally shared byNicolas Neubert, a product designer at VW Group, displays a cinematic music video created with the use of Runway’smultimodalGEN-2 model. In this instance, Neubert used image-to-video and image-to-text to create the assets used in the final video...
_config.max_output_time_steps)) self.add(self._config.recurrent_decoder( self._config.hidden_state_dim, return_sequences=True)) self.add(Dropout(0.5)) self.add(TimeDistributedDense(self._config.output_dim)) self.add(Activation('softmax')) ### # Multimodal models ### ...
Industry Analyst Mert Palazoglu is an industry analyst at AIMultiple focused on customer service and network security with a few years of experience. He holds a bachelor's degree in management. Next to Read Large Language Models in Healthcare: Examples & 10 Use Cases ...
In the latest episode of Microsoft Research Forum, researchers explored the importance of globally inclusive and equitable AI, shared updates on AutoGen and MatterGen, presented novel use cases for AI, including industrial applications and the potential of multimodal models to improve assistive technolo...
The incredible development speed of large language models already made me think about how the two technologies could be combined during surgery. Surgeons could interact with the data and images while talking with the multimodal large language model? Amazing potential!
In this case, [img-21] will be replaced by the embeddings of the image with id 21 in the following image_data array: {..., "image_data": [{"data": "<BASE64_STRING>", "id": 21}]}. Use image_data only with multimodal models, e.g., LLaVA. POST /infill: For code infilling...
New AI models can even handle prompts with multimodal inputs like pictures and audio. AI runs on large language models (LLMs), so it’s helpful to think of AI tools like ChatGPT as “a machine you are programming with words” to get back a certain response. Build & deploy a custom...
To use Pixtral, navigate to the model selector located at the bottom, next to the prompt input, and choose the Pixtral model from the list of available models. Pixtral is a multimodal model that supports both text and images. By using the clip icon located at the bottom, we can upload...