deep-learning 22 fine-tuning 14 few-shot-learning 13 siamese-network 13 metric-learning 13 triplet-loss 13 pretrained-models 13 neural-network 13 neural-search 13 jina 13 auth 7 python 7 sdk 7 transformers 5 deep learning 5 lightning 4 benchmark 4 unsupervised-learning 4 self-supervised-learning 4 artificial intelligence 4 bert 3 paddlepaddle 3 distributed-training 3 cloud 3 llm 3 data-parallelism 3 distributed-algorithm 3 elastic 3 fleet-api 3 artificial-intelligence 3 large-scale 3 model-parallelism 3 pre-training 3 paddlecloud 3 pipeline-parallelism 3 molecular-modeling 2 pre-trained-model 2 transfer-learning 2 similarity-learning 2 openai-clip 2 negative-sampling 2 finetuning 2 transformer 2 machine-learning 2 machine learning 2 vq-wav2vec 1 wav2vec 1 wav2vec2 1 wavlm 1 flops 1 reinforcement-learning 1 scaling-laws 1 unsupervised learning 1 proteins 1 datasets 1 benchmarks 1 online-training 1 dataset 1 batch-training 1 protein 1 protein-structure 1 pytorch 1 alea 1 preprocessing 1 ai 1 kl3m 1 pretrain 1 data 1 easy-to-use 1 preprocess 1 language-model 1 nlp 1 training 1 text-generation 1 text-classification 1 runpod 1 prenormalization 1 low-rank-approximation 1 linformer 1 layer-scale 1 PyTorch 1 NLP 1 data-streaming 1 data-augmentation 1 text augmentation 1 text processing 1 natural language processing 1 machine translation 1 data augmentation 1 vq-apc 1 unispeech-sat 1 tera 1 speech-representation 1 speech-pretraining 1 representation-learning 1 pase 1 mockingjay 1 hubert 1 distilhubert 1 decoar2 1