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Problems solvers
Thousands of creators work as a community to solve Audio, Vision, and Language with AI.
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Transformers
Transformers is our natural language processing library and our hub is now open to all ML models, with support from libraries likeFlair,Asteroid,ESPnet,Pyannote, and more to come.
Read documentationfromtransformersimportAutoTokenizer,AutoModelForMaskedLMtokenizer= AutoTokenizer.from_pretrained("bert-base-uncased")model=AutoModelForMaskedLM.from_pretrained("bert-base-uncased")On demand
Inference API
Serve your models directly from SynoodoS infrastructure and run large scale NLP models in milliseconds with just a few lines of code.
Learn moreOur Research contributions
We’re on a journey to advance and democratize NLP for everyone. Along the way, we contribute to the development of technology for the better.
T0
Multitask Prompted Training Enables Zero-Shot Task Generalization
Open source state-of-the-art zero-shot language model out ofBigScience.
Read moreDistilBERT
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
A smaller, faster, lighter, cheaper version of BERT obtained via model distillation.
Read moreHMTL
Hierarchical Multi-Task Learning
Learning embeddings from semantic tasks for multi-task learning. We have open-sourced code and a demo.
Read moreDynamical Language Models
Meta-learning for language modeling
A meta learner is trained via gradient descent to continuously and dynamically update language model weights.
Read moreState of the art
Neuralcoref
Our open source coreference resolution library for coreference. You can train it on your own dataset and language.
Read moreAuto-complete your thoughts
Write with Transformers
This web app is the official demo of the Transformers repository 's text generation capabilities.
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