Zobrazeno 1 - 10
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pro vyhledávání: '"Chochowski, A."'
Autor:
Sreenivas, Sharath Turuvekere, Muralidharan, Saurav, Joshi, Raviraj, Chochowski, Marcin, Patwary, Mostofa, Shoeybi, Mohammad, Catanzaro, Bryan, Kautz, Jan, Molchanov, Pavlo
We present a comprehensive report on compressing the Llama 3.1 8B and Mistral NeMo 12B models to 4B and 8B parameters, respectively, using pruning and distillation. We explore two distinct pruning strategies: (1) depth pruning and (2) joint hidden/at
Externí odkaz:
http://arxiv.org/abs/2408.11796
Autor:
Muralidharan, Saurav, Sreenivas, Sharath Turuvekere, Joshi, Raviraj, Chochowski, Marcin, Patwary, Mostofa, Shoeybi, Mohammad, Catanzaro, Bryan, Kautz, Jan, Molchanov, Pavlo
Large language models (LLMs) targeting different deployment scales and sizes are currently produced by training each variant from scratch; this is extremely compute-intensive. In this paper, we investigate if pruning an existing LLM and then re-train
Externí odkaz:
http://arxiv.org/abs/2407.14679
Publikováno v:
Proceedings of the 41st International Conference on Machine Learning (2024) 37396-37412
Transformers have emerged as the backbone of large language models (LLMs). However, generation remains inefficient due to the need to store in memory a cache of key-value representations for past tokens, whose size scales linearly with the input sequ
Externí odkaz:
http://arxiv.org/abs/2403.09636
Autor:
Krzysztof Chochowski
Publikováno v:
Studia i Analizy Nauk o Polityce, Iss 1 (2024)
Niniejszy artykuł prezentuje rozważania dotyczące polityki publicznej Polski względem przemysłu kosmicznego. Zaprezentowano w nim m.in. stan rodzimego przemysłu kosmicznego i wskazano szanse oraz zagrożenia dla jego rozwoju. Całość rozważa
Externí odkaz:
https://doaj.org/article/4b8427ecfdc14779b8c1e1b93550a5d4
Autor:
Krzysztof CHOCHOWSKI
Publikováno v:
Košická bezpečnostná revue, Vol 13, Iss 1, Pp 1-16 (2023)
Special services in each country are its specific nervous system. They recognize, identify, inform and react to potential and real threats. For this reason, it is important whether they work efficiently or not. This article presents considerations on
Externí odkaz:
https://doaj.org/article/ea35246b74ab4e4384fcd633ceffbc45
Autor:
Wrzochalska, Agnieszka, Jovanović, Aleksandra, Anastasov, Angel Georgiev, Kardasheva, Antonina Nikolova, Vasilev, Valentin, Łaba, Sylwia, Asenov, Asen Kolev, Tuntova, Atanaska Ivanova, Petev, Boyko Mitkov, Velkovski, Valeri Yordanov, Georgiev, Vasil Hristov, Kolev, Vasil Mitkov, Loulanski, Vesselin Panov, Mancheva, Galya, Velkovska, Gena Tsvetkova, Manolov, Georgi Lyubenov, Krasteva, Daniela Petkova, Stefanova, Dimitrina Petrova, Vinarov, Ivan Stoychev, Efremovski, Ivan, Gyorchev, Yordan, Serafimovski, Borche, Britchenko, Igor, Chochowski, Krzysztof, Tabakov, Iliya Borisov, Ilieva, Irena, Bakalov, Yordan Ivanov, Ifediora, Christian Osita, Martinov, Kuzman Minkov, Kanelova, Lilyana Ivanova, MESÁROŠ, MARIÁN, Mašľan, Martin, Nikolova, Marina Angelova, Pavlov, Pavlin Bogomilov, Chochova, Maria Dimitrova, Mihaylov, Mihail Ivanov, Mladenov, Mladen, Petrova, Nedyalka Ivanova, Nenkov, Petar Yordanov, Rogova, Rositsa Roumenova, Dimitrova, Snezhana Petkova, Ferdov, Stavri Yordanov, Michev, Stefan Ivanov, Kasabadzhakova, Stoyanka Kostadinova, Groshev, Chavdar Petrov, Popov, Dimitar Rumenov
Externí odkaz:
https://www.ceeol.com//search/book-detail?id=1112270
Autor:
Marcin Chochowski
Publikováno v:
Journal of Telecommunications and Information Technology, Iss 4 (2023)
Since the variability of data within readings from the same person is intrinsic property of every biometric system, the problem of finding a good representative – the template – was recognized and present since the beginning of biometrics. This p
Externí odkaz:
https://doaj.org/article/0bfe4a6cdfd74168b77b1bae415cc2ca
Akademický článek
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Autor:
Chochowski, Krzysztof
Publikováno v:
Roczniki Nauk Społecznych / Annals of Social Sciences. 49(4):81-99
Externí odkaz:
https://www.ceeol.com/search/article-detail?id=1018919