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Best Question Answering Models

372

372 question answering models on MLForge, ranked by downloads — including work from ahotrod, deepset, timpal0l, distilbert. Compare, download and run them locally on your own GPU. Free tier.

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Top Question Answering models

E ahotrod/electra_large_discriminator_squad2_512 Question Answering 874.4K 7 🤗 HF R deepset/roberta-base-squad2 Question Answering 503.9K 948 🤗 HF M timpal0l/mdeberta-v3-base-squad2 Question Answering ·278.2M params 259.9K 259 🤗 HF D distilbert/distilbert-base-cased-distilled-squad Question Answering ·65.2M params 212.7K 269 🤗 HF B deepset/bert-large-uncased-whole-word-masking-squad2 Question Answering ·335.1M params 192.2K 31 🤗 HF T deepset/tinyroberta-squad2 Question Answering ·81.5M params 165.9K 114 🤗 HF S tau/splinter-base Question Answering 106.7K 1 🤗 HF B deepset/bert-medium-squad2-distilled Question Answering ·41.1M params 75.4K 4 🤗 HF X deepset/xlm-roberta-large-squad2 Question Answering ·559.9M params 70.2K 57 🤗 HF D distilbert/distilbert-base-uncased-distilled-squad Question Answering ·66.4M params 52.9K 119 🤗 HF X deepset/xlm-roberta-base-squad2 Question Answering ·277.5M params 48.6K 25 🤗 HF B deepset/bert-base-cased-squad2 Question Answering ·108.3M params 48.6K 21 🤗 HF B google-bert/bert-large-uncased-whole-word-masking-finetuned-squad Question Answering ·335.1M params 46.7K 188 🤗 HF B google-bert/bert-large-cased-whole-word-masking-finetuned-squad Question Answering ·333.6M params 34.0K 1 🤗 HF D philschmid/distilbert-onnx Question Answering 24.5K 3 🤗 HF M deepset/minilm-uncased-squad2 Question Answering ·33.4M params 23.1K 48 🤗 HF D deepset/deberta-v3-large-squad2 Question Answering ·434.0M params 20.4K 52 🤗 HF M csarron/mobilebert-uncased-squad-v2 Question Answering ·24.6M params 16.1K 8 🤗 HF B dmis-lab/biobert-large-cased-v1.1-squad Question Answering 13.4K 21 🤗 HF D deepset/deberta-v3-base-squad2 Question Answering ·183.8M params 11.7K 21 🤗 HF V VietAI/vit5-base Question Answering 11.7K 20 🤗 HF R deepset/roberta-base-squad2-distilled Question Answering ·124.1M params 11.0K 15 🤗 HF F sjrhuschlee/flan-t5-base-squad2 Question Answering ·222.9M params 9.6K 5 🤗 HF A ZeyadAhmed/AraElectra-Arabic-SQuADv2-QA Question Answering 6.8K 18 🤗 HF X deepset/xlm-roberta-base-squad2-distilled Question Answering ·277.5M params 6.6K 11 🤗 HF R Rakib/roberta-base-on-cuad Question Answering 6.5K 9 🤗 HF B csarron/bert-base-uncased-squad-v1 Question Answering ·109.5M params 5.8K 14 🤗 HF R deepset/roberta-large-squad2 Question Answering ·354.3M params 5.2K 29 🤗 HF B deepset/bert-base-uncased-squad2 Question Answering ·108.9M params 5.0K 10 🤗 HF G deepset/gelectra-base-germanquad Question Answering ·109.3M params 4.4K 26 🤗 HF G deepset/gelectra-large-germanquad Question Answering ·334.7M params 4.0K 27 🤗 HF V VietAI/vit5-large Question Answering 4.0K 5 🤗 HF D Xenova/distilbert-base-cased-distilled-squad Question Answering 3.8K 5 🤗 HF G TIGER-Lab/general-verifier Question Answering ·1.5B params 3.6K 21 🤗 HF E deepset/electra-base-squad2 Question Answering ·108.9M params 3.5K 19 🤗 HF L HPAI-BSC/Llama3.1-Aloe-Beta-8B Question Answering ·8.0B params 3.3K 19 🤗 HF M csarron/mobilebert-uncased-squad-v1 Question Answering ·24.6M params 2.9K 1 🤗 HF B vasudevgupta/bigbird-roberta-natural-questions Question Answering 2.5K 10 🤗 HF A twmkn9/albert-base-v2-squad2 Question Answering 2.3K 4 🤗 HF R akdeniz27/roberta-base-cuad Question Answering ·124.1M params 2.3K 🤗 HF Q mradermacher/Qwen3.5-27B-imabari-v2-i1-GGUF Question Answering 2.1K 🤗 HF Q HPAI-BSC/Qwen2.5-Aloe-Beta-7B Question Answering ·7.6B params 2.0K 10 🤗 HF U Jacaranda/UlizaLlama Question Answering 2.0K 26 🤗 HF B mrm8488/bert-base-spanish-wwm-cased-finetuned-spa-squad2-es Question Answering 1.9K 14 🤗 HF G Jackrong/gpt-oss-120b-Distill-Phi-4-14B-GGUF Question Answering 1.8K 5 🤗 HF R uer/roberta-base-chinese-extractive-qa Question Answering 1.8K 102 🤗 HF H mradermacher/HYZ-01-0.6B-i1-GGUF Question Answering 1.7K 🤗 HF B mrm8488/bert-medium-finetuned-squadv2 Question Answering 1.6K 2 🤗 HF G mradermacher/Gamunu-4B-Instruct-Alpha-i1-GGUF Question Answering 1.5K 🤗 HF D Intel/dynamic_tinybert Question Answering 1.5K 83 🤗 HF G litert-community/Gecko-110m-en Question Answering 1.4K 14 🤗 HF M mradermacher/meditron-7b-CPT-SFT-i1-GGUF Question Answering 1.3K 🤗 HF M mradermacher/MedLLaMA-13B-CPT-SFT-i1-GGUF Question Answering 1.3K 1 🤗 HF A mfeb/albert-xxlarge-v2-squad2 Question Answering 1.2K 2 🤗 HF S tau/splinter-base-qass Question Answering 1.1K 1 🤗 HF S knowledgator/Sheared-LLaMA-encoder-1.3B Question Answering ·1.3B params 965 2 🤗 HF M Sindhu/muril-large-squad2 Question Answering ·504.9M params 957 🤗 HF L Glccampos/llm_qween Question Answering 907 🤗 HF L knowledgator/Llama-encoder-1.0B Question Answering ·1.1B params 902 3 🤗 HF B savasy/bert-base-turkish-squad Question Answering ·110.6M params 901 19 🤗 HF B pierreguillou/bert-base-cased-squad-v1.1-portuguese Question Answering 894 41 🤗 HF B mrm8488/bert-tiny-finetuned-squadv2 Question Answering ·4.4M params 861 3 🤗 HF A oytunistrator/AquaLLM Question Answering ·3.1B params 835 3 🤗 HF H shay681/HeBERT_finetuned_Legal_Clauses Question Answering ·108.9M params 806 🤗 HF B valhalla/bart-large-finetuned-squadv1 Question Answering 797 7 🤗 HF B mrm8488/bert-multi-cased-finetuned-xquadv1 Question Answering ·177.9M params 795 5 🤗 HF D Xenova/distilbert-base-uncased-distilled-squad Question Answering 760 🤗 HF D mrm8488/distill-bert-base-spanish-wwm-cased-finetuned-spa-squad2-es Question Answering 627 48 🤗 HF B kirubel1738/biogpt-bioqa-8bit-openvino Question Answering 610 🤗 HF B ktrapeznikov/biobert_v1.1_pubmed_squad_v2 Question Answering 585 3 🤗 HF R Sindhu/rembert-squad2 Question Answering 579 3 🤗 HF L valhalla/longformer-base-4096-finetuned-squadv1 Question Answering 557 22 🤗 HF C AgentPublic/camembert-base-squadFR-fquad-piaf Question Answering ·110.6M params 555 28 🤗 HF B RichardErkhov/BitStarWalkin_-_SuperCorrect-7B-gguf Question Answering 555 🤗 HF O OzgurEnt/OZGURLUK-GPT-LinuxGeneral Question Answering 529 12 🤗 HF H mradermacher/HYZ-01-0.6B-GGUF Question Answering 521 🤗 HF R marshmellow77/roberta-base-cuad Question Answering 507 🤗 HF D datarpit/distilbert-base-uncased-finetuned-natural-questions Question Answering 489 3 🤗 HF N mradermacher/next-12b-i1-GGUF Question Answering 481 2 🤗 HF Q Firemedic15/Qwen2.5_Risk_1.5B Question Answering 471 🤗 HF R fibonacciai/RealRobot-Chatbot-Ecommerce-Robot-Fibonacci-Nano-llm Question Answering 467 10 🤗 HF D helenai/distilbert-base-uncased-distilled-squad-ov-fp32 Question Answering 453 🤗 HF V mradermacher/VideoThinker-R1-3B-GGUF Question Answering 430 1 🤗 HF U mradermacher/uzbek-llama-3.1-8B-instruct-v2-GGUF Question Answering 420 1 🤗 HF Q nphearum/Qwen3.5-4BxOpus-4.6-Code-Reasoning-Full-Distilled-GGUF Question Answering 399 1 🤗 HF I mradermacher/Indian-Legal-Qwen2.5-3B-GGUF Question Answering 396 🤗 HF E mradermacher/EraX-VL-7B-V2.0-Preview-i1-GGUF Question Answering 378 1 🤗 HF Q mradermacher/Qwen3.5-9B-imabari-v2-i1-GGUF Question Answering 368 1 🤗 HF Q nphearum/Qwen3.5-4BxOpus-4.7-Code-Reasoning-Distilled-GGUF Question Answering 338 1 🤗 HF Q Hussein-Abdallah/Qwen3-MedQA-FineTuned Question Answering 333 🤗 HF F Pradyumna22/Finetuned-BERT-SQUAD Question Answering ·108.9M params 331 🤗 HF C maddes8cht/cxllin-StableHermes-3b-gguf Question Answering 317 5 🤗 HF R nlpconnect/roberta-base-squad2-nq Question Answering 313 5 🤗 HF Q consciousAI/question-answering-roberta-base-s-v2 Question Answering ·124.1M params 306 15 🤗 HF P irfandi17/PeRakPNCQA Question Answering ·123.9M params 306 🤗 HF Q Falconsai/question_answering_v2 Question Answering ·66.4M params 304 8 🤗 HF B salti/bert-base-multilingual-cased-finetuned-squad Question Answering ·177.3M params 300 14 🤗 HF S QuantFactory/SuperCorrect-7B-GGUF Question Answering 299 2 🤗 HF R csarron/roberta-base-squad-v1 Question Answering ·124.6M params 296 🤗 HF L HPAI-BSC/Llama3-Aloe-8B-Alpha Question Answering ·8.0B params 296 65 🤗 HF L mradermacher/Llama-3.1-8B-Instuct-Uz-GGUF Question Answering 271 2 🤗 HF A sinequa/answer-finder-v1-S-en Question Answering 270 🤗 HF A sinequa/answer-finder-v1-L-multilingual Question Answering 266 🤗 HF B ankur310794/bert-large-uncased-nq-small-answer Question Answering 264 🤗 HF A sinequa/answer-finder.yuzu Question Answering 264 🤗 HF F sahilnishad/Florence-2-FT-DocVQA Question Answering ·271.0M params 262 1 🤗 HF W NoCanGo/WaifuGPT Question Answering 259 1 🤗 HF O mradermacher/OpenCerebrum-2.0-7B-GGUF Question Answering 254 🤗 HF E mradermacher/EraX-VL-7B-V2.0-Preview-GGUF Question Answering 251 1 🤗 HF S Snowflake/snowflake-arctic-tilt-v1.3 Question Answering ·821.8M params 251 9 🤗 HF L FlagAlpha/Llama2-Chinese-7b-Chat Question Answering 249 221 🤗 HF B NeuML/bert-small-cord19qa Question Answering 248 2 🤗 HF B madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1 Question Answering 246 🤗 HF B google/bigbird-base-trivia-itc Question Answering 242 8 🤗 HF R gaotianyu1350/roberta-large-squad Question Answering 240 🤗 HF I mradermacher/IntentRL-Ambig-CoQA-4B-i1-GGUF Question Answering 238 🤗 HF C luhua/chinese_pretrain_mrc_roberta_wwm_ext_large Question Answering 237 87 🤗 HF O mradermacher/OpenForecaster-8B-i1-GGUF Question Answering 237 2 🤗 HF L Meshwa/llama3.2-3b-Reflection-v1 Question Answering 236 🤗 HF B mrm8488/bert-tiny-5-finetuned-squadv2 Question Answering 231 5 🤗 HF

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