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question answering models

5 models · ranked by HuggingFace downloads

electra_large_discriminator_squad2_512

electra_large_discriminator_squad2_512 is an extractive question-answering model. It does not generate answers but locates them as substrings in the provided context.

887,329 ↓ · 7 ♡

roberta-base-squad2

roberta-base-squad2 performs extractive QA by identifying the start and end token positions of the answer within a provided text.

505,638 ↓ · 946 ♡

roberta-large-squad2

roberta-large-squad2 targets extractive question answering and is shipped as an open-weight, self-hostable checkpoint. Because roberta-large-squad2 uses CC BY 4.0, vet the conditions against your deployment plan. It is a fine-tune of roberta-large, inheriting that base model's general competence. roberta-large-squad2 is community-maintained, so track upstream changes and pin a known-good revision.

302,945 ↓ · 29 ♡

bert-large-uncased-whole-word-masking-finetuned-squad

bert-large-uncased-whole-word-masking-finetuned-squad is an openly licensed extractive question answering model in the bert family. bert-large-uncased-whole-word-masking-finetuned-squad is Apache 2.0-licensed, clearing it for closed-source and paid products. Evaluate bert-large-uncased-whole-word-masking-finetuned-squad on your own data before trusting it in production.

287,434 ↓ · 188 ♡

mdeberta-v3-base-squad2

mdeberta-v3-base-squad2 is an open-weight checkpoint for extractive question answering, distributed on the HuggingFace Hub. It is a fine-tune of mdeberta-v3-base, inheriting that base model's general competence. mdeberta-v3-base-squad2 is multilingual by design rather than English-only. mdeberta-v3-base-squad2 is community-maintained, so track upstream changes and pin a known-good revision.

239,659 ↓ · 259 ♡