ESM-2 is a protein language model optimized by NVIDIA based on TransformerEngine, which can predict the 3D structure of proteins from amino acid sequences. This model is trained with a masked language modeling objective and has faster training and inference speeds on NVIDIA GPUs.

Scientific ComputingTransformers

The ESMC Protein Function Predictor is a tool based on the Evolutionary Scale Model (ESM) that can predict protein functions using the Gene Ontology (GO) based on amino acid sequences. This model is pre-trained on the UniRef, MGnify, and Joint Genome Institute databases and fine-tuned on the AmiGO Boost dataset. It can predict the molecular functions, biological processes, and cellular locations of proteins.

Scientific ComputingTensorboard

Based on the OpenCLIP-ViT-L-14 model, the Test-Time Register technology is introduced to improve the model's interpretability and the performance of downstream tasks.

MultimodalTransformers

A vision-language model based on the OpenCLIP-ViT-B-16 architecture. By introducing test-time registers to optimize the internal representation, it solves the problem of feature map artifacts.

MultimodalTransformers

A protein function prediction tool based on the Evolutionary Scale Modeling (ESM), which predicts the molecular function of proteins through amino acid sequences.

Scientific ComputingTransformers

Experimental speech synthesis model based on Amis and Taroko languages, trained using the ithuan dataset

This model is a fine-tuned version of nlpaueb/legal-bert-base-uncased on the InLegalNER dataset, specifically designed for named entity recognition tasks in Indian legal texts.

Natural Language ProcessingTransformers

LoRA model for generating photos of Ami Dolenz based on the Flux model, suitable for 90s actress style image generation

MultimodalDiffusers

This is an open-source model based on the Apache-2.0 license. Specific details need to be added

Natural Language ProcessingTransformers

This model is fine-tuned based on Bert-Base-Uncased and is used for the multi-label classification task of predicting protein functions based on protein amino acid sequences.

Scientific ComputingTransformers

4-bit quantized version of Dorna-Llama3-8B-Instruct, optimized for Persian language with Flash Attention 2 technology for enhanced inference efficiency

Natural Language ProcessingTransformersMultiple Languages

ExHuBERT is a speech emotion recognition model extended and fine-tuned based on the HuBERT Large model, trained using the EmoSet++ dataset (37 datasets, 150,907 samples) and supports emotion analysis in multiple languages.

Audio ProcessingTransformersMultiple Languages

The Shivneri Marathi LLM is designed to provide generative AI capabilities for non-English (especially Marathi) users in India, supporting text generation in both Marathi and English.

Natural Language ProcessingTransformersMultiple Languages

This is an unconditional image generation model based on PyTorch and Diffusers library, specifically designed for generating anime-style face images.

Computer VisionDiffusers

An unconditional anime face generation model based on diffusion models, capable of generating anime-style face images from random noise

Computer VisionDiffusers

nanoBERT is a nanobody-specific transformer for predicting amino acids at specific positions in a given query sequence.

Scientific ComputingTransformers

This is a model for image classification tasks, supporting the English language and adopting an open license.

Computer VisionTransformersEnglish

Amis text-to-speech model developed by Meta, supporting end-to-end speech synthesis

Audio ProcessingTransformers

AbLang is an antibody language model specifically designed for processing antibody sequences, particularly heavy chain sequences. The model is trained on uppercase amino acid letters and is suitable for protein feature extraction and downstream task fine-tuning.

Scientific ComputingTransformers

This is a speech recognition model fine-tuned on the superb dataset based on distilhubert, primarily used for Automatic Speech Recognition (ASR) tasks.

Audio ProcessingTransformers