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Bibliographic Details
Main Authors:	Ostapenko, Oleksiy, Guille-Escuret, Charles, Kumar, Luke, Tian, Max, Kocetkov, Denis, Subbaraj, Gopeshh, Li, Raymond, Lamy-Poirier, Joel, Paquet, Sebastien, Scholak, Torsten
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence
Online Access:	https://arxiv.org/abs/2507.22250
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Super Apriel: One Checkpoint, Many Speeds
by: Labs, SLAM, et al.
Published: (2026)

DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone
by: Singh, Vaibhav, et al.
Published: (2025)

GFlowNet Pretraining with Inexpensive Rewards
by: Pandey, Mohit, et al.
Published: (2024)

From Conformal Predictions to Confidence Regions
by: Guille-Escuret, Charles, et al.
Published: (2024)

Finite Sample Confidence Regions for Linear Regression Parameters Using Arbitrary Predictors
by: Guille-Escuret, Charles, et al.
Published: (2024)

Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference
by: Riemer, Matthew, et al.
Published: (2024)

Revisiting Replay and Gradient Alignment for Continual Pre-Training of Large Language Models
by: Abbes, Istabrak, et al.
Published: (2025)

Pretraining Generative Flow Networks with Inexpensive Rewards for Molecular Graph Generation
by: Pandey, Mohit, et al.
Published: (2025)

Gradient Descent Is Optimal Under Lower Restricted Secant Inequality And Upper Error Bound
by: Guille-Escuret, Charles, et al.
Published: (2022)

A Study of Condition Numbers for First-Order Optimization
by: Guille-Escuret, Charles, et al.
Published: (2020)

CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning
by: Guille-Escuret, Charles, et al.
Published: (2022)

Perplexed: Understanding When Large Language Models are Confused
by: Cooper, Nathan, et al.
Published: (2024)

Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection
by: Guille-Escuret, Charles, et al.
Published: (2023)

Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning
by: Arefin, Md Rifat, et al.
Published: (2024)

Unifying Autoregressive and Diffusion-Based Sequence Generation
by: Fathi, Nima, et al.
Published: (2025)

Triple negative breast cancer: 5-year results of combined treatment
by: Valerijus Ostapenko
Published: (2013)

Guiding Language Model Reasoning with Planning Tokens
by: Wang, Xinyi, et al.
Published: (2023)

Understanding Adam Requires Better Rotation Dependent Assumptions
by: Zhang, Tianyue H., et al.
Published: (2024)

DSCLAP: Domain-Specific Contrastive Language-Audio Pre-Training
by: Liu, Shengqiang, et al.
Published: (2024)

Laclau y lo político. Esteban Vergalito
by: Gustavo P. Guille
Published: (2019)

La constitución de subjetividades políticas en tiempos "post- estatales": un contrapunto entre Agamben, Nergri y Laclau
by: Gustavo Patricio Guille
Published: (2017)

A homotopical algebra approach to the computation of higher limits
by: Santiago, Guille Carrión
Published: (2024)

Política del antagonismo, política de la hospitalidad. Derivas de la teoría del discurso en Laclau y Derrida
by: Gustavo Patricio Guille
Published: (2019)

ESCUDRIÑANDO LA RAZÓN: NATURALEZA Y PROPÓSITOS DE LA CIENCIA
by: Gustavo Corral-Guillé
Published: (2021)

Democracia versus populismo. Entre el mito y el dogma
by: Gustavo P. Guille
Published: (2019)

De la historia natural a la biología moderna: máquinas, robots y cabinas de vuelo en el Natural History Museum (NHM , Museo de Historia Natural), Londres, Reino Unido
by: Gustavo Corral Guillé
Published: (2017)

Life Cycle Assessment of Alkali Activator Solutions With Different Silica Modulus by ATR‐FTIR and 2 9 Si NMR: Influence on the Geopolymerization of Fly Ash ‐ GGBS System
by: Siva Shankari Subbaraj Velmurugan, et al.
Published: (2026)

Novel Adaptive Schemes for Hyperbolic Conservation Laws
by: Chu, Shaoshuai, et al.
Published: (2025)

ARCHITECTURAL MODERNIZATION OF RESIDENTIAL BUILDINGS AS A FACTOR IN IMPROVING THE QUALITY OF THE URBAN ENVIRONMENT: THEORETICAL ASPECTS AND REGIONAL PRACTICES
by: Ostapenko I., et al.
Published: (2025)

NATURE IN THE CITY: THE ROLE OF ECOAGROARCHITECTURE IN SHAPING A COMFORTABLE URBAN ENVIRONMENT
by: Ostapenko I., et al.
Published: (2025)

Minimax Extrapolation Problem For Harmonizable Stable Sequences With Noise Observations
by: Moklyachuk, Mikhail, et al.
Published: (2016)

D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
by: Que, Haoran, et al.
Published: (2024)

Apriel-Nemotron-15B-Thinker
by: Radhakrishna, Shruthan, et al.
Published: (2025)

Tate-Shafarevich groups and algebras
by: Kunyavskii, Boris, et al.
Published: (2022)

Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training
by: Zhang, Wenyu, et al.
Published: (2024)

Towards Modular LLMs by Building and Reusing a Library of LoRAs
by: Ostapenko, Oleksiy, et al.
Published: (2024)

DALIP: Distribution Alignment-based Language-Image Pre-Training for Domain-Specific Data
by: Wu, Junjie, et al.
Published: (2025)

Partition regularity of Pythagorean pairs
by: Frantzikinakis, Nikos, et al.
Published: (2023)

Partition regularity of generalized Pythagorean pairs
by: Frantzikinakis, Nikos, et al.
Published: (2024)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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