YAML Metadata
Error:
"language[0]" must only contain lowercase characters
YAML Metadata
Error:
"language[0]" with value "English" is not valid. It must be an ISO 639-1, 639-2 or 639-3 code (two/three letters), or a special value like "code", "multilingual". If you want to use BCP-47 identifiers, you can specify them in language_bcp47.
roberta-base + SQuAD QA
Objective: This is Roberta Base trained to do the SQuAD Task. This makes a QA model capable of answering questions.
model_name = "thatdramebaazguy/roberta-base-squad"
pipeline(model=model_name, tokenizer=model_name, revision="v1.0", task="question-answering")
Overview
Language model: roberta-base
Language: English
Downstream-task: QA
Training data: SQuADv1
Eval data: SQuAD
Infrastructure: 2x Tesla v100
Code: See example
Hyperparameters
Num examples = 88567
Num Epochs = 10
Instantaneous batch size per device = 32
Total train batch size (w. parallel, distributed & accumulation) = 64
Performance
Eval on SQuADv1
- epoch = 10.0
- eval_samples = 10790
- exact_match = 83.6045
- f1 = 91.1709
Eval on MoviesQA
- eval_samples = 5032
- exact_match = 51.6494
- f1 = 68.2615
Github Repo:
- Downloads last month
- 178
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.