From 7af2791d77e6a04688632b17428a80220cf82576 Mon Sep 17 00:00:00 2001 From: Patrick von Platen Date: Tue, 15 Sep 2020 16:47:36 +0200 Subject: [PATCH] Create README.md --- .../facebook/rag-token-nq_new/README.md | 24 +++++++++++++++++++ 1 file changed, 24 insertions(+) create mode 100644 model_cards/facebook/rag-token-nq_new/README.md diff --git a/model_cards/facebook/rag-token-nq_new/README.md b/model_cards/facebook/rag-token-nq_new/README.md new file mode 100644 index 0000000000..940a8ac614 --- /dev/null +++ b/model_cards/facebook/rag-token-nq_new/README.md @@ -0,0 +1,24 @@ +The model can be loaded and used as follows on [this branch](https://github.com/huggingface/transformers/tree/finalize_rag) as follows. + + +# Load model + +```python +from transformers import RagTokenizer, RagTokenForGeneration, RagRetriever + +# create Retriever augmented model +retriever = RagRetriever.from_pretrained("facebook/rag-token-nq_new", use_dummy_dataset=True) +model = RagTokenForGeneration.from_pretrained("facebook/rag-token-nq_new", retriever=retriever) + +tokenizer = RagTokenizer.from_pretrained("facebook/rag-token-nq_new") + +# create input ids and labels +input_ids = tokenizer("who sings does he love me with reba", return_tensors="pt").input_ids + +# use labels +labels = tokenizer.generator("Linda Davis", return_tensors="pt").input_ids + + +# compute loss +outputs = model(input_ids, labels=labels) +```