Statements (89)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:software
|
| gptkbp:developedBy |
gptkb:Nvidia
|
| gptkbp:documentation |
https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/stable/
|
| gptkbp:focusesOn |
natural language processing
text-to-speech large language models automatic speech recognition conversational AI |
| gptkbp:hasComponent |
gptkb:NeMo_ASR
gptkb:NeMo_Megatron gptkb:NeMo_NLP gptkb:NeMo_TTS |
| https://www.w3.org/2000/01/rdf-schema#label |
Nvidia NeMo
|
| gptkbp:integratesWith |
gptkb:NVIDIA_GPU
gptkb:NVIDIA_Triton_Inference_Server gptkb:PyTorch |
| gptkbp:license |
gptkb:Apache_License_2.0
|
| gptkbp:openSource |
true
|
| gptkbp:programmingLanguage |
gptkb:Python
|
| gptkbp:sourceCodeUrl |
https://github.com/NVIDIA/NeMo
|
| gptkbp:supports |
training
inference fine-tuning |
| gptkbp:usedFor |
gptkb:dialogue_systems
AI research machine translation speech recognition translator speech synthesis transfer learning cloud deployment emotion recognition question answering summarization text generation text-to-speech retrieval-augmented generation distributed training text classification language modeling batch inference few-shot learning real-time inference zero-shot learning named entity recognition on-premises deployment domain adaptation speech-to-text AI benchmarking AI evaluation AI production AI prototyping audio augmentation audio classification audio enhancement audio segmentation audio tagging audio transcription data parallelism edge deployment intent recognition interactive AI applications knowledge distillation language detection language model fine-tuning language model pretraining language understanding large-scale model training mixed precision training model compression model parallelism model pruning model quantization multi-GPU training multilingual models paraphrase detection pipeline parallelism prompt learning punctuation restoration speaker diarization speaker recognition streaming inference tensor parallelism text normalization token classification voice activity detection voice conversion |
| gptkbp:bfsParent |
gptkb:Nvidia
|
| gptkbp:bfsLayer |
5
|