Cover Image

Does quantization affect models' performance on long-context tasks?

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mekala, Anmol, Atmakuru, Anirudh, Song, Yixiao, Karpinska, Marzena, Iyyer, Mohit
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text
by: Russell, Jenna, et al.
Published: (2025)

One Thousand and One Pairs: A "novel" challenge for long-context language models
by: Karpinska, Marzena, et al.
Published: (2024)

One ruler to measure them all: Benchmarking multilingual long-context language models
by: Kim, Yekyung, et al.
Published: (2025)

CaLMQA: Exploring culturally specific long-form question answering across 23 languages
by: Arora, Shane, et al.
Published: (2024)

OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature
by: Srivastava, Alisha, et al.
Published: (2025)

FABLES: Evaluating faithfulness and content selection in book-length summarization
by: Kim, Yekyung, et al.
Published: (2024)

VERISCORE: Evaluating the factuality of verifiable claims in long-form text generation
by: Song, Yixiao, et al.
Published: (2024)

BEARCUBS: A benchmark for computer-using web agents
by: Song, Yixiao, et al.
Published: (2025)

Argument Collapse: LLMs Flatten Long-Form Public Debate
by: Kim, Yekyung, et al.
Published: (2026)

BooookScore: A systematic exploration of book-length summarization in the era of LLMs
by: Chang, Yapei, et al.
Published: (2023)

CLIPPER: Compression enables long-context synthetic data generation
by: Pham, Chau Minh, et al.
Published: (2025)

AI use in American newspapers is widespread, uneven, and rarely disclosed
by: Russell, Jenna, et al.
Published: (2025)

Localizing and Mitigating Errors in Long-form Question Answering
by: Sachdeva, Rachneet, et al.
Published: (2024)

PostMark: A Robust Blackbox Watermark for Large Language Models
by: Chang, Yapei, et al.
Published: (2024)

Superhuman performance of a large language model on the reasoning tasks of a physician
by: Brodeur, Peter G., et al.
Published: (2024)

BLEUBERI: BLEU is a surprisingly effective reward for instruction following
by: Chang, Yapei, et al.
Published: (2025)

Factors affecting the in-context learning abilities of LLMs for dialogue state tracking
by: Hegde, Pradyoth, et al.
Published: (2025)

When is the consistent prediction likely to be a correct prediction?
by: Nguyen, Alex, et al.
Published: (2024)

Adjoint sharding for very long context training of state space models
by: Xu, Xingzi, et al.
Published: (2025)

From Human Judgements to Predictive Models: Unravelling Acceptability in Code-Mixed Sentences
by: Kodali, Prashant, et al.
Published: (2024)

Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks
by: Wang, Chonghua, et al.
Published: (2024)

AIC CTU@FEVER 8: On-premise fact checking through long context RAG
by: Ullrich, Herbert, et al.
Published: (2025)

Just-in-time and distributed task representations in language models
by: Li, Yuxuan, et al.
Published: (2025)

Literary Evidence Retrieval via Long-Context Language Models
by: Thai, Katherine, et al.
Published: (2025)

Code-enabled language models can outperform reasoning models on diverse tasks
by: Zhang, Cedegao E., et al.
Published: (2025)

Auxiliary task demands mask the capabilities of smaller language models
by: Hu, Jennifer, et al.
Published: (2024)

Integration of cognitive tasks into artificial general intelligence test for large models
by: Qu, Youzhi, et al.
Published: (2024)

Predict the Next Word: Humans exhibit uncertainty in this task and language models _____
by: Ilia, Evgenia, et al.
Published: (2024)

Does GPT-4 surpass human performance in linguistic pragmatics?
by: Bojic, Ljubisa, et al.
Published: (2023)

Frankentext: Stitching random text fragments into long-form narratives
by: Pham, Chau Minh, et al.
Published: (2025)

Are language models rational? The case of coherence norms and belief revision
by: Hofweber, Thomas, et al.
Published: (2024)

Clinical ModernBERT: An efficient and long context encoder for biomedical text
by: Lee, Simon A., et al.
Published: (2025)

Large Language Model as a Universal Clinical Multi-task Decoder
by: Wu, Yujiang, et al.
Published: (2024)

Language translation, and change of accent for speech-to-speech task using diffusion model
by: Mishra, Abhishek, et al.
Published: (2025)

Adaptively profiling models with task elicitation
by: Brown, Davis, et al.
Published: (2025)

Evidence from counterfactual tasks supports emergent analogical reasoning in large language models
by: Webb, Taylor, et al.
Published: (2024)

Cartridges: Lightweight and general-purpose long context representations via self-study
by: Eyuboglu, Sabri, et al.
Published: (2025)

PLD+: Accelerating LLM inference by leveraging Language Model Artifacts
by: Somasundaram, Shwetha, et al.
Published: (2024)

Empowering Dysarthric Speech: Leveraging Advanced LLMs for Accurate Speech Correction and Multimodal Emotion Analysis
by: Attaluri, Kaushal, et al.
Published: (2024)

The advantages of context specific language models: the case of the Erasmian Language Model
by: Gonçalves, João, et al.
Published: (2024)