AI models and infrastructure

Question answering models

Models that answer questions from text, tables, documents, or scientific sources

Where it stands

Open models47 products0.88× its peers

Fastest products

1PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-7b-em-grpo-v0.3 · Open models20×
2HPAI-BSC/Llama3.1-Aloe-Beta-8B · Open models4.7×
3MarkS/bart-base-qa2d · Open models3.4×
4PeterJinGo/SearchR1-nq_hotpotqa_train-qwen2.5-7b-it-em-ppo · Open models3.2×
5google-bert/bert-large-cased-whole-word-masking-finetuned-squad · Open models2.6×
6jxm/gtr__nq__32 · Open models1.8×
7deepset/electra-base-squad2 · Open models1.4×
8sjrhuschlee/flan-t5-base-squad2 · Open models1.4×
9google/tapas-large-finetuned-wtq · Open models1.3×
10deepset/roberta-base-squad2-distilled · Open models1.3×11facebook/rag-token-nq · Open models1.3×
12monologg/koelectra-small-v2-distilled-korquad-384 · Open models1.2×
13csarron/bert-base-uncased-squad-v1 · Open models1.2×
14nvidia/Llama3-ChatQA-1.5-8B · Open models1.2×
15csarron/mobilebert-uncased-squad-v1 · Open models1.1×
16deepset/bert-base-cased-squad2 · Open models1.1×
17iarfmoose/bert-base-cased-qa-evaluator · Open models1.1×
18google-bert/bert-large-uncased-whole-word-masking-finetuned-squad · Open models1.0×
19deepset/bert-large-uncased-whole-word-masking-squad2 · Open models1.0×20Ask1up · Workplace add-ons1.0×
21occ-ai/OCC-RAG-1.7B · Open models1.0×
22deepset/tinyroberta-squad2 · Open models1.0×
23google/tapas-base-finetuned-wtq · Open models1.0×
24Rakib/roberta-base-on-cuad · Open models0.9×
25danlou/roberta-large-finetuned-csqa · Open models0.9×

75 products carry this theme. “× its peers” is the theme's median growth against the place's median.

Measured, not estimated · snapshot 2026-10-03 · Growth is shown only where the starting size is big enough to mean something.