Cover Image

Mercury: Ultra-Fast Language Models Based on Diffusion

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Labs, Inception, Khanna, Samar, Kharbanda, Siddhant, Li, Shufan, Varma, Harshit, Wang, Eric, Birnbaum, Sawyer, Luo, Ziyang, Miraoui, Yanis, Palrecha, Akash, Ermon, Stefano, Grover, Aditya, Kuleshov, Volodymyr
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification
by: Kharbanda, Siddhant, et al.
Published: (2021)

Calibrated Probabilistic Forecasts for Arbitrary Sequences
by: Marx, Charles, et al.
Published: (2024)

Probabilistic Graphical Models: A Concise Tutorial
by: Maasch, Jacqueline, et al.
Published: (2025)

PredGen: Accelerated Inference of Large Language Models through Input-Time Speculation for Real-Time Speech Interaction
by: Li, Shufan, et al.
Published: (2025)

ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts
by: Khanna, Samar, et al.
Published: (2024)

Guidance Contrastive Token Credit Assignment for Discrete Policy Optimization
by: Li, Shufan, et al.
Published: (2026)

Large Language Models are Geographically Biased
by: Manvi, Rohin, et al.
Published: (2024)

PopAlign: Population-Level Alignment for Fair Text-to-Image Generation
by: Li, Shufan, et al.
Published: (2024)

Mamba-ND: Selective State Space Modeling for Multi-Dimensional Data
by: Li, Shufan, et al.
Published: (2024)

InstructAny2Pix: Flexible Visual Editing via Multimodal Instruction Following
by: Li, Shufan, et al.
Published: (2023)

MobileWorldBench: Towards Semantic World Modeling For Mobile Agents
by: Li, Shufan, et al.
Published: (2025)

GeoLLM: Extracting Geospatial Knowledge from Large Language Models
by: Manvi, Rohin, et al.
Published: (2023)

PhysiX: A Foundation Model for Physics Simulations
by: Nguyen, Tung, et al.
Published: (2025)

Accelerating Inference of Masked Image Generators via Reinforcement Learning
by: Subbaraman, Pranav, et al.
Published: (2025)

SpaRG: Sparsely Reconstructed Graphs for Generalizable fMRI Analysis
by: González, Camila, et al.
Published: (2024)

Calibrated and Conformal Propensity Scores for Causal Effect Estimation
by: Deshpande, Shachi, et al.
Published: (2023)

Calibrated and Sharp Uncertainties in Deep Learning via Density Estimation
by: Kuleshov, Volodymyr, et al.
Published: (2021)

Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection
by: Li, Shufan, et al.
Published: (2025)

OmniFlow: Any-to-Any Generation with Multi-Modal Rectified Flows
by: Li, Shufan, et al.
Published: (2024)

On the fractional order delay relaxation oscillation equations
by: Mohsen Miraoui, et al.
Published: (2025)

DiffusionSat: A Generative Foundation Model for Satellite Imagery
by: Khanna, Samar, et al.
Published: (2023)

Online Calibrated and Conformal Prediction Improves Bayesian Optimization
by: Deshpande, Shachi, et al.
Published: (2021)

Calibrated Regression Against An Adversary Without Regret
by: Deshpande, Shachi, et al.
Published: (2023)

HARBOR: Holistic Adaptive Risk assessment model for BehaviORal healthcare
by: Siddhant, Aditya
Published: (2025)

Closed-Loop Deterministic Correction of AI Behavioral Drift: Evidence for Architectural Irreversibility
by: CIJ Labs
Published: (2025)

erdos-ant-verification: An Executable Verification Artifact for the Sawin et al. Lower Bound on the Erdős Unit-Distance Exponent
by: Flamehaven Labs
Published: (2026)

MedMax: Mixed-Modal Instruction Tuning for Training Biomedical Assistants
by: Bansal, Hritik, et al.
Published: (2024)

SNCE: Geometry-Aware Supervision for Scalable Discrete Image Generation
by: Li, Shufan, et al.
Published: (2026)

Active Preference Inference using Language Models and Probabilistic Reasoning
by: Piriyakulkij, Wasu Top, et al.
Published: (2023)

DUEL: Exact Likelihood for Masked Diffusion via Deterministic Unmasking
by: Turok, Gilad, et al.
Published: (2026)

Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors
by: Piriyakulkij, Wasu Top, et al.
Published: (2024)

TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data
by: Irvin, Jeremy Andrew, et al.
Published: (2024)

BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets
by: Chaudhary, Manav, et al.
Published: (2024)

Glauber Generative Model: Discrete Diffusion Models via Binary Classification
by: Varma, Harshit, et al.
Published: (2024)

Pore Structure Characterization and Permeability Evaluation of Deep Tight Dolomite Reservoirs Based on High‐Pressure Mercury Intrusion
by: Zhao Zhang, et al.
Published: (2025)

Reviving Any-Subset Autoregressive Models with Principled Parallel Sampling and Speculative Decoding
by: Guo, Gabe, et al.
Published: (2025)

SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking
by: Cundy, Chris, et al.
Published: (2023)

Walk-Forward Lag Selection as an Anti-P-Hacking Design for Observational Revenue Models: The LLMin8 MDC Implementation
by: LLMin8 Labs
Published: (2026)

Proof of Contribution (POC): A Consensus Mechanism Anchored in Verifiable Economic Value
by: CY, Topo Labs
Published: (2025)

Agent Capability Control (ACC): Capability-Based Security for Autonomous AI Agents
by: Substr8 Labs
Published: (2026)