group query attention - SERP Analysis

https://www.ibm.com/think/topics/grouped-query-attention

https://arxiv.org/pdf/2305.13245

https://klu.ai/glossary/grouped-query-attention

https://paperswithcode.com/method/grouped-query-attention

https://towardsdatascience.com/demystifying-gqa-grouped-query-attention-3fb97b678e4a/

https://www.hopsworks.ai/dictionary/grouped-query-attention

https://medium.com/%40maxshapp/grouped-query-attention-gqa-explained-with-code-e56ee2a1df5a

https://arxiv.org/abs/2305.13245

https://github.com/fkodom/grouped-query-attention-pytorch

https://friendli.ai/blog/gqa-vs-mha

https://medium.com/%40kantzuling0307/multi-head-vs-multi-query-vs-grouped-query-attention-6981715eb6ec

https://www.youtube.com/watch?v=o68RRGxAtDo

https://nvidia.github.io/TensorRT-LLM/advanced/gpt-attention.html

https://tinkerd.net/blog/machine-learning/multi-query-attention/

https://fireworks.ai/blog/multi-query-attention-is-all-you-need

https://keras.io/api/layers/attention_layers/group_query_attention/

https://www.reddit.com/r/compsci/comments/18wlwr9/multiheadmultiquerygroupedquery_attentions/

https://www.zafstojano.com/posts/2024-08-03-gqa/

https://github.com/xbeat/Machine-Learning/blob/main/Introduction%20to%20Grouped%20Query%20Attention%20in%20Python.md

https://hasgeek.com/simrathanspal/the-llama3-guide/sub/decoding-llama3-part-5-grouped-query-attention-HcTT9kcU91JaaLi5YdYSpV

https://www.deepchecks.com/glossary/grouped-query-attention/

https://www.youtube.com/watch?v=pVP0bu8QA2w

https://bhavinjawade.github.io/post/gqa/

https://ayushgarg.ca/notes/Group-Query-Attention

https://openreview.net/pdf?id=13MMghY6Kh

https://aiexpjourney.substack.com/p/grouped-query-attention-gqa-explained-5f3dbbfe013b

https://www.youtube.com/watch?v=T8FsLJWPrAA

https://www.reddit.com/r/MachineLearning/comments/17gvphb/d_grouped_query_attention_in_llama_70b_v2/

https://sisirdhakal.hashnode.dev/multi-head-multi-query-and-grouped-query-attention-which-one-should-you-use

https://twitter.com/rohanpaul_ai/status/1793983487994646645

https://integrail.ai/blog/what-is-grouped-query-attention-gqa-ai

https://www.researchgate.net/publication/383217318_Beyond_Uniform_Query_Distribution_Key-Driven_Grouped_Query_Attention

https://training.continuumlabs.ai/inference/why-is-inference-important/grouped-query-attention

https://www.youtube.com/shorts/upP6xw5tR7Q

http://www.gabormelli.com/RKB/Grouped_Query_Attention_(GQA)_Mechanism

https://blog.csdn.net/baoyan2015/article/details/137968408

https://dev-discuss.pytorch.org/t/added-grouped-query-attention-to-scaled-dot-product-attention-api/2340

https://www.linkedin.com/posts/byung-gon-chun_grouped-query-attention-gqa-vs-multi-head-activity-7159155590739423232-CMEU

https://huggingface.co/papers/2408.08454

https://dataconomy.com/2025/05/06/what-is-grouped-query-attention/

https://zhuanlan.zhihu.com/p/683370180

https://blogs.novita.ai/decoding-group-query-attention-implemented-in-popular-llms/

https://sanjeevnlp.substack.com/p/group-query-attention

https://www.youtube.com/watch?v=kx3rETIxo4Q

https://www.modular.com/ai-resources/grouped-query-attention

https://openreview.net/forum?id=13MMghY6Kh&referrer=%5Bthe%20profile%20of%20Yiren%20Zhao%5D(%2Fprofile%3Fid%3D~Yiren_Zhao2)

https://www.theainavigator.com/blog/what-is-grouped-query-attention

https://ai.plainenglish.io/understanding-llama2-kv-cache-grouped-query-attention-rotary-embedding-and-more-c17e5f49a6d7

https://blog.csdn.net/u013701860/article/details/139269283

https://devocean.sk.com/blog/techBoardDetail.do?ID=165192&boardType=techBlog

https://en.wikipedia.org/wiki/Attention_Is_All_You_Need

https://www.linkedin.com/pulse/accelerating-transformer-inference-grouped-query-attention-bhabani-n-oafcc

https://huggingface.co/1bitLLM/bitnet_b1_58-3B/discussions/9

https://zhuanlan.zhihu.com/p/645865956

https://www.larksuite.com/en_us/topics/ai-glossary/grouped-query-attention-gqa

https://qiita.com/kernelian/items/9a61f3957ccd9155ee4e

https://www.youtube.com/watch?v=jrWuoQpDn3o

https://paperswithcode.com/method/multi-query-attention

https://towardsai.net/p/l/grouped-query-attentiongqa-explained

https://www.youtube.com/watch?v=fUgIWEL7-os

https://finance.yahoo.com/news/cava-group-inc-cava-attracting-130011651.html

https://www.youtube.com/watch?v=nQmDSMliwhc

https://www.medrxiv.org/content/10.1101/2025.06.04.25328900v1

https://finance.yahoo.com/news/goldman-sachs-group-inc-gs-130011283.html

https://mistral.ai/news/announcing-mistral-7b

https://wtop.com/national/2025/06/suspect-charged-with-federal-hate-crime-in-attack-on-group-gathered-to-bring-attention-to-israeli-hostages-in-gaza/

https://www.facebook.com/groups/692124331951538/posts/1536381967525766/

https://www.vpm.org/npr-news/npr-news/2025-06-03/run-for-their-lives-the-group-targeted-in-the-colorado-attack-is-figuring-out-how-to-continue-its-mission

https://d1qx31qr3h6wln.cloudfront.net/publications/Beyond%20the%20Buzz%20A%20Pragmatic%20Take%20on%20Inference%20Disaggregation_0.pdf

https://link.springer.com/chapter/10.1007/978-981-96-6596-9_20

https://www.latimes.com/politics/story/2025-06-05/supreme-court-rules-that-anti-discrimination-law-applies-equally-to-all-including-majority-group-members

https://www.nature.com/articles/s41598-025-03780-4

https://health.wusf.usf.edu/2025-06-03/run-for-their-lives-the-group-targeted-in-the-colorado-attack-is-figuring-out-how-to-continue-its-mission

https://www.youtube.com/watch?v=Z6B51Odtn-Y

https://www.mdpi.com/2073-4395/15/6/1381

https://ui.adsabs.harvard.edu/abs/2024arXiv240710855S/abstract

https://link.springer.com/chapter/10.1007/978-981-96-6596-9_9

https://careers.caterpillar.com/en/jobs/r0000308213/data-scientist/

https://www.youtube.com/shorts/efg-qgQ5t88

https://news.vt.edu/articles/2025/06/aad-algargoosh-acoustics-research.html

https://en.wikipedia.org/wiki/DeepSeek

https://chicago.suntimes.com/crime/2025/06/05/man-attacked-fatally-stabbed-by-group-in-brighton-park

https://openrouter.ai/qwen/qwen3-235b-a22b:free

https://virologyj.biomedcentral.com/articles/10.1186/s12985-025-02821-8

https://finance.yahoo.com/video/dollar-tree-earnings-circle-ipo-230000806.html

https://www.youtube.com/watch?v=p7tkYIH46zg

https://www.facebook.com/groups/485814616213083/posts/1056709435790262/

https://sushant-kumar.com/blog/grouped-query-attention

https://quickcreator.io/quthor_blog/implementing-grouped-query-attention-efficient-llm-models/

https://www.youtube.com/watch?v=E4PklfL4vu4

https://www.youtube.com/watch?v=41C9p2sK33c

https://www.youtube.com/watch?v=3Tefe4NcgPw

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