Aya Expanse 8B is a highly advanced open-weight research model with multilingual capabilities, combining high-performance pre-trained models with a year of focused research by Cohere Labs.

Natural Language ProcessingTransformersMultiple Languages

Aya-23 is an open-weight research version of an instruction fine-tuned model with highly advanced multilingual capabilities, supporting 23 languages.

Natural Language ProcessingTransformersMultiple Languages

Clara-24B is a 24B-parameter large language model based on the Mistral3 architecture, efficiently trained using Unsloth and Huggingface's TRL library.

Natural Language ProcessingTransformersEnglish

Aya Vision 32B is an open-weight 32B parameter multimodal model developed by Cohere Labs, supporting vision-language tasks in 23 languages.

MultimodalTransformersMultiple Languages

Aya Vision 8B is an open-weight 8-billion-parameter multilingual vision-language model supporting visual and language tasks in 23 languages.

MultimodalTransformersMultiple Languages

A poetry generation model fine-tuned based on GPT-2, trained on the Gutenberg poetry corpus using reinforcement learning, optimized for poetry generation, and performs excellently in style characteristics such as rhyme, coherence, and creativity.

Natural Language ProcessingTransformersEnglish

Aya Expanse 32B is an open-weight multilingual large language model supporting 23 languages, combining high-performance pretraining with multilingual preference training techniques.

Natural Language ProcessingTransformersMultiple Languages

The aya-23-35B-GGUF quantized version is based on CohereForAI/aya-23-35B and supports multilingual text generation tasks in 23 languages.

Natural Language ProcessingGgufMultiple Languages

Aya 23 is an instruction-fine-tuned open-weight research version model with highly advanced multilingual capabilities, supporting 23 languages.

Natural Language ProcessingTransformersMultiple Languages

Spivavtor-xxl is an instruction fine-tuned Ukrainian text editing model based on the CohereForAI/aya-101 model, focusing on tasks such as text rewriting, simplification, and grammar correction.

Natural Language ProcessingTransformersOther

Aya-101 is a multilingual large language model developed by Cohere, supporting 101 languages. This repository provides model files in the GGUF quantized format, which are quantized using the candle framework of Huggingface for efficient operation on various hardware.

Natural Language ProcessingTransformersMultiple Languages

Aya 101 is a large-scale multilingual generative language model supporting instructions in 101 languages, outperforming similar models in various evaluations.

Natural Language ProcessingTransformersMultiple Languages

This is an image captioning model based on Vision Transformer (ViT) and GPT2 architectures, capable of generating natural language descriptions for input images.

MultimodalTransformers

ArSL VIT is an image classification model based on the Vision Transformer (VIT) architecture, specifically designed for Arabic sign language recognition tasks.

Computer VisionTransformers

This is a Cantonese model based on the base version of BART, obtained through second-phase pre-training on the LIHKG dataset.

Natural Language ProcessingJaxOther

An automatic speech recognition model fine-tuned on the Common Voice 8.0 international language dataset based on facebook/wav2vec2-xls-r-300m

Audio ProcessingTransformersOther

This is an automatic speech recognition model fine-tuned on the Greek Common Voice 8 dataset, based on the facebook/wav2vec2-xls-r-300m model.

Audio ProcessingTransformersOther

A speech recognition model fine-tuned on the Common Voice Arabic dataset based on facebook/wav2vec2-xls-r-300m

Audio ProcessingTransformers

This is an Indonesian sentiment analysis model based on the BERT architecture, fine-tuned on the SMSA dataset with an accuracy of 93.73%

Natural Language ProcessingTransformersOther

A sentiment analysis model fine-tuned on the Indonesian RoBERTa model, achieving 92.6% accuracy on the indonlu dataset

Natural Language ProcessingTransformersOther