Codesota · Models1,870 models indexed · 790 match filter
Editorial · Models

Every model, measured.

Start with a research area, drill into a vendor, or page through the full index. Only models with at least one benchmark score appear — a model without a recorded score can’t be ranked.

Vendor:Areas overviewUnknown · 509speakleash · 253OpenAI · 75Google · 67Research · 52Qwen · 47Alibaba · 43Anthropic · 40Microsoft · 34Mistral · 30Meta · 29DeepSeek · 25google · 19meta-llama · 19mistralai · 19Meta AI · 15Academic · 14CYFRAGOVPL · 14Zhipu AI · 12SpeakLeash · 10internlm · 10xAI · 10ByteDance · 9Baidu · 8PLLuM · 8ibm-granite · 8microsoft · 8 · 7Alibaba Cloud · 7Google DeepMind · 7Remek · 7allenai · 7utter-project · 7CohereForAI · 6Microsoft Research · 6MiniMax · 6NVIDIA · 6Salesforce · 6Shanghai AI Lab · 601-ai · 5Amazon · 5Mistral AI · 5Moonshot AI · 5NousResearch · 5THUML · 5deepseek-ai · 5Cohere · 4DeepMind · 4Facebook AI · 4Meituan · 4Stanford · 4THUDM · 4UC San Diego · 4VikParuchuri · 4gguf-iq · 4nvidia · 4openchat · 4tiiuae · 4Allen AI · 3BAAI · 3Du et al. · 3Fudan University · 3IDEA Research · 3Liao et al. · 3Moonshot.AI · 3Nam Tuan Ly / NII · 3OPI-PG · 3OpenDataLab · 3ViCoS Lab Ljubljana · 3Xiaomi · 3Zhao et al. · 3gguf · 3gguf11bv30 · 3gguf7bv30 · 3upstage · 3347yth03847tyhy03847yt · 2AAAI 2024 · 2Castorini (Waterloo) · 2Fang et al. · 2German Cancer Research Center (DKFZ) · 2Google / UNC · 2HIT & iFLYTEK · 2HuggingFaceH4 · 2IBM Research · 2Independent · 2Jina AI · 2Liao et al. (USTC) · 2LlamaIndex · 2Meta AI / FAIR · 2MiniMaxAI · 2MonkeyOCR · 2NVIDIA (MONAI) · 2Nanjing University · 2Nanonets · 2Nexusflow · 2Nondzu · 2OpenGVLab · 2RedNote HILab · 2Sarvam AI · 2Simular AI · 2Su et al. · 2TeeZee · 2Ultralytics · 2University of Leicester · 2Voicelab · 2Wan et al. (Baidu) · 2Zhang et al. · 2Zheng et al. · 2Ziyan Huang et al. · 2alpindale · 2cjvt · 2h2oai · 2meditsolutions · 2openGPT-X · 2teknium · 2AAAI 2020 · 1AAAI 2023 · 1Adobe Research · 1Alibaba Qwen · 1Alibaba iDST · 1Alibaba/Qwen · 1Amazon Web Services · 1Anonymous (ECCV 2024) · 1Anonymous (arXiv 2023) · 1Anonymous (arXiv 2025) · 1Anonymous / ACL community · 1Anonymous / arxiv preprint · 1Anysphere · 1Apple · 1AssemblyAI · 1Audio Research · 1BAAI (Beijing Academy of AI) · 1BAAI / PKU · 1BRIDO Authors · 1Baidu PaddlePaddle · 1Baidu Qianfan · 1BigCode · 1BigCode / Salesforce · 1Biology · 1CASIA / UCAS · 1CLIP-based · 1CMU · 1CUHK / HIT · 1CVPR 2019 · 1CVPR 2020 · 1CVPR 2021 · 1CW · 1Case Western Reserve University · 1ChatDoc · 1Chen et al. · 1Chen et al. (JHU) · 1Chen, Zhang et al. · 1Cheng et al. · 1Cognition · 1Cohen Lab · 1CohereLabs · 1Columbia University · 1Community · 1Coqui AI · 1DAIR-Group · 1DCASE · 1DFKI / TU Kaiserslautern · 1DMLC · 1DeepL SE · 1DeepMind / TU Warsaw · 1ETH Zurich · 1East China Normal University · 1Edresson Casanova et al. · 1Emergence AI · 1Extend · 1FAIR & UW · 1FSOFT AI Lab · 1Fudan University / Alibaba · 1Fujitake · 1Georgia Tech (Peng et al.) · 1Ghent University · 1Google (Open Source) · 1Google AI · 1Google Brain · 1Google Cloud · 1Google Research · 1Google/CMU · 1Hanvon_WuHan · 1Harvard/MIT · 1Hikvision Research Institute · 1Huawei · 1HuggingFaceTB · 1ICCV 2019 · 1ICT, Chinese Academy of Sciences · 1IDEA-Research · 1IFLYTEK / USTC (Zhang et al.) · 1IIT Bombay LEAP-OCR · 1IJCAI 2025 · 1JD Explore Academy · 1JaidedAI · 1Jiahao Lyu et al., Fudan University · 1Jiang et al. · 1KAIST · 1KAIST / NAVER · 1Kakao · 1Kim et al. · 1Knowledgator · 1LGAI-EXAONE · 1LandingAI · 1Layer 6 AI · 1LightOn · 1Longhuang Wu et al. · 1MBZUAI · 1Meta AI / UIUC · 1Meta AI / WSU · 1Microsoft STCA AIC · 1Mila · 1Mila / Intel · 1Mila / Valence · 1Momenta · 1MultiOn · 1NEC / UIUC · 1NUS · 1NVIDIA / NeMo · 1NVIDIA / Suno · 1NYU · 1NYU / Google · 1Nixtla · 1Oxford / Twitter · 1PAII Insight Team · 1PJLab & Tsinghua · 1Ping An Life Insurance · 1PriorLabs (University of Freiburg) · 1RedNote · 1Reducto · 1Research (IDEA Research) · 1SFU · 1SJTU · 1SUTD · 1Saifullah et al. · 1Scylla Technologies · 1SenseTime · 1Sensetime / Sense-X · 1Sentence-Transformers · 1ServiceNow · 1ServiceNow-AI · 1Sogou OCR team · 1SonarSource · 1Stanford ML Group · 1Stanford NLP · 1StepFun · 1Studio Ousia · 1SumHiS Authors · 1TPAMI 2021 · 1TPAMI 2022 · 1Takaya Kawakatsu · 1TeamQuest · 1TildeAI · 1Timm · 1Tongji University / Ant Group · 1TriSum Authors · 1Tsinghua · 1Tsinghua / MEGVII · 1Tsinghua / MILA · 1Tsinghua University · 1Tsinghua University / Baidu · 1U. Toronto · 1UBTECH · 1UC Berkeley · 1UC Davis · 1UCLA / Columbia · 1UCLA / Columbia University · 1USTC / Microsoft Research Asia · 1UTTER · 1UW-Madison / Microsoft · 1Uber AI · 1Uber Technologies · 1University Medical Center Hamburg-Eppendorf et al. · 1Unknown (ICDAR 2021 participant) · 1Upstage AI · 1Verified XiaoPAI · 1ViTAE-Transformer · 1Voyage AI · 1Wang et al. (University of Toronto) · 1Weizmann Institute · 1Xing et al. · 1Xingwen Cao et al. (LIESMARS, Wuhan University) · 1Yale NLP · 1Yan et al. · 1Yongkun Du et al. · 1Zhang et al. (HCIILAB) · 1Zhong and Gao · 1Zhou et al. · 1Zhu et al. · 1berkeley-nest · 1community · 1datalab-to · 1deepcogito · 1djstrong · 1dnhkng · 1dreamgen · 1jxm · 1lex-hue · 1lmsys · 1mlabonne · 1moonshotai · 1openai · 1piotr-ai · 1scikit-learn · 1swiss-ai · 1szymonrucinski · 1
§ 01 · Natural Language Processing models

790 models in Natural Language Processing · page 8 of 16.

#ModelVendorParametersArchitectureSOTABenchmarksResults
351plgchriso/models/llama3.2_1.5B_apt4_focus-rk_ext2l_b3M/v3/10kspeakleash———18
352plgchriso/models/llama3.2_1.5B_apt4_focus-rk_ext2l_lra/base_it_5000speakleash———18
353plgchriso/models/llama3.2_1.5B_apt4_focus-rk_ext2l_lra/base_it_9000speakleash———18
354plgchriso/models/llama3.2_1.5B_apt4_focus-rk_ext2l_lra_wu/base_it_3000speakleash———18
355plgchriso/models/llama3.2_1.5B_apt4_focus-rk_ext2l_lra_wu/base_it_6252_e0speakleash———18
356plgchriso/models/llama3.2_1.5B_apt4_focus-rk_ext2l_wu/base_it_3000speakleash———18
357plgchriso/models/llama3.2_1.5B_apt4_focus-rk_ext2l_wu/base_it_6252_e0speakleash———18
358plgchriso/models/llama3.2_1.5B_apt4_focus-rk_ext2l_wu/base_it_9000speakleash———18
359plgchriso/models/llama3.2_1.5B_apt4_focus-rk_ext2l_wu2/base_it_1100speakleash———18
360plgchriso/models/llama3.2_1.5B_apt4_wechsel/base_it_5000speakleash———18
361plgchriso/models/llama3.2_1.5B_apt4_wechsel/base_it_9000speakleash———18
362plgchriso/models/qwen2.5_1.5B_apt4_focus-rk_ext4l/base_12.3kspeakleash———18
363plgchriso/models/qwen2.5_1.5B_apt4_focus-rk_ext4l/base_87kspeakleash———18
364plgchriso/models/smollm2_1.5B/base_it_2600speakleash———18
365plgchriso/models/smollm2_1.5B_apt4/base_it_3600speakleash———18
366plgchriso/share/models/bielik_v3_1.5b_dpo/20250424/a01/0.1874speakleash———18
367plgchriso/share/models/bielik_v3_1.5b_dpo/20250424/a01/1.3749speakleash———18
368plgchriso/share/models/bielik_v3_1.5b_dpo/20250424/a01/1.5500speakleash———18
369plgchriso/share/models/bielik_v3_1.5b_dpo/20250424/a02/0.1874speakleash———18
370plgchriso/share/models/bielik_v3_1.5b_dpo/20250424/a02/1.3499speakleash———18
371remek/2025-02-23/004speakleash———18
372remek/B-1.5-v3/001/dpo-010speakleash———18
373remek/B-1.5-v3/001/dpo-015speakleash———18
374remek/B-1.5-v3/001/dpo-020speakleash———18
375remek/B-1.5-v3/001/dpo-030speakleash———18
376remek/B-1.5-v3/001/dpo-040speakleash———18
377remek/B-1.5-v3/001/orpo-010speakleash———18
378remek/v2/dpo/bielik_v3_rel/fc/bielik-1.5-final-002speakleash———18
379remek/v2/dpo/bielik_v3_rel/fc/bielik-1.5-final-003speakleash———18
380remek/v2/dpo/bielik_v3_rel/fc/bielik-4.5-final-003speakleash———18
381remek/v2/dpo/rel/D-G-PL-110speakleash———18
382remek/v2/dpo/rel/GH200/ckp_086speakleash———18
383remek/v2/dpo/rel/GH200/ckp_allspeakleash———18
384remek/v3/rl-instruct/110kspeakleash———18
385solar-pro-preview-instructupstage———18
386trurl-2-7bVoicelab———18
387vicuna-13b-v1.5lmsys———18
388zephyr-7b-alphaHuggingFaceH4———18
389zephyr-7b-betaHuggingFaceH4———18
390zephyr-speakleash-007-pl-8192-32-16-0.05Nondzu———18
391zephyr-speakleash-010-pl-3072-32-16-0.01Nondzu———18
392🚧Mistral-7B-v0.1mistralai———18
393B-m-7B-fp8-testUnknown———17
394B-m-7B-nvfp4Unknown———17
395B-m-7B-nvfp4-testUnknown———17
396Bielik-0.1SpeakLeash———17
397Bielik-1.5B-v3speakleash———17
398Bielik-1.5B-v3.0-InstructSpeakLeash———17
399Bielik-11B-v3.0-InstructSpeakLeash———17
400Bielik-2.1SpeakLeash———17