Instella: Fully Open Language Models with Stellar Performance
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Jiang, Wu, Jialian, Yu, Xiaodong, Su, Yusheng, Mishra, Prakamya, Ramesh, Gowtham, Ranjan, Sudhanshu, Manem, Chaitanya, Sun, Ximeng, Wang, Ze, Brahma, Pratik Prabhanjan, Liu, Zicheng, Barsoum, Emad |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SAND-Math: Using LLMs to Generate Novel, Difficult and Useful Mathematics Questions and Answers
by: Manem, Chaitanya, et al.
Published: (2025)
by: Manem, Chaitanya, et al.
Published: (2025)
Instella-T2I: Pushing the Limits of 1D Discrete Latent Space Image Generation
by: Wang, Ze, et al.
Published: (2025)
by: Wang, Ze, et al.
Published: (2025)
TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games
by: Mishra, Prakamya, et al.
Published: (2025)
by: Mishra, Prakamya, et al.
Published: (2025)
AdaptEvolve: Improving Efficiency of Evolutionary AI Agents through Adaptive Model Selection
by: Ray, Pretam, et al.
Published: (2026)
by: Ray, Pretam, et al.
Published: (2026)
TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering
by: Joshi, Vinay, et al.
Published: (2025)
by: Joshi, Vinay, et al.
Published: (2025)
DUET-VLM: Dual stage Unified Efficient Token reduction for VLM Training and Inference
by: Singh, Aditya Kumar, et al.
Published: (2026)
by: Singh, Aditya Kumar, et al.
Published: (2026)
Agent Laboratory: Using LLM Agents as Research Assistants
by: Schmidgall, Samuel, et al.
Published: (2025)
by: Schmidgall, Samuel, et al.
Published: (2025)
Self-Taught Agentic Long Context Understanding
by: Zhuang, Yufan, et al.
Published: (2025)
by: Zhuang, Yufan, et al.
Published: (2025)
KeyVID: Keyframe-Aware Video Diffusion for Audio-Synchronized Visual Animation
by: Wang, Xingrui, et al.
Published: (2025)
by: Wang, Xingrui, et al.
Published: (2025)
Pause and Think: A Dataset and Benchmark for Video-Grounded Assistive Action Suggestion
by: Singh, Shivam, et al.
Published: (2026)
by: Singh, Shivam, et al.
Published: (2026)
MOVi: Training-free Text-conditioned Multi-Object Video Generation
by: Rahman, Aimon, et al.
Published: (2025)
by: Rahman, Aimon, et al.
Published: (2025)
Unleashing Hour-Scale Video Training for Long Video-Language Understanding
by: Lin, Jingyang, et al.
Published: (2025)
by: Lin, Jingyang, et al.
Published: (2025)
VideoSeek: Long-Horizon Video Agent with Tool-Guided Seeking
by: Lin, Jingyang, et al.
Published: (2026)
by: Lin, Jingyang, et al.
Published: (2026)
Learning from Online Videos at Inference Time for Computer-Use Agents
by: Liu, Yujian, et al.
Published: (2025)
by: Liu, Yujian, et al.
Published: (2025)
Latent Visual Reasoning
by: Li, Bangzheng, et al.
Published: (2025)
by: Li, Bangzheng, et al.
Published: (2025)
XModBench: Benchmarking Cross-Modal Capabilities and Consistency in Omni-Language Models
by: Wang, Xingrui, et al.
Published: (2025)
by: Wang, Xingrui, et al.
Published: (2025)
ImageDoctor: Diagnosing Text-to-Image Generation via Grounded Image Reasoning
by: Guo, Yuxiang, et al.
Published: (2025)
by: Guo, Yuxiang, et al.
Published: (2025)
DRIFT: Transferring Reasoning Priors for Efficient MLLM Fine-Tuning
by: Huang, Chao, et al.
Published: (2025)
by: Huang, Chao, et al.
Published: (2025)
CD4LM: Consistency Distillation and aDaptive Decoding for Diffusion Language Models
by: Liang, Yihao, et al.
Published: (2026)
by: Liang, Yihao, et al.
Published: (2026)
APRIL: Active Partial Rollouts in Reinforcement Learning to Tame Long-tail Generation
by: Zhou, Yuzhen, et al.
Published: (2025)
by: Zhou, Yuzhen, et al.
Published: (2025)
Geak: Introducing Triton Kernel AI Agent & Evaluation Benchmarks
by: Wang, Jianghui, et al.
Published: (2025)
by: Wang, Jianghui, et al.
Published: (2025)
Stabilizing Efficient Reasoning with Step-Level Advantage Selection
by: Wang, Han, et al.
Published: (2026)
by: Wang, Han, et al.
Published: (2026)
Reliable Use of Lemmas via Eligibility Reasoning and Section$-$Aware Reinforcement Learning
by: Xu, Zhikun, et al.
Published: (2026)
by: Xu, Zhikun, et al.
Published: (2026)
CaptionQA: Is Your Caption as Useful as the Image Itself?
by: Yang, Shijia, et al.
Published: (2025)
by: Yang, Shijia, et al.
Published: (2025)
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer
by: Chen, Hao, et al.
Published: (2024)
by: Chen, Hao, et al.
Published: (2024)
TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents
by: Zhu, Kaijie, et al.
Published: (2026)
by: Zhu, Kaijie, et al.
Published: (2026)
PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning
by: Dong, Daize, et al.
Published: (2026)
by: Dong, Daize, et al.
Published: (2026)
Bridging Critical Gaps in Convergent Learning: How Representational Alignment Evolves Across Layers, Training, and Distribution Shifts
by: Kapoor, Chaitanya, et al.
Published: (2025)
by: Kapoor, Chaitanya, et al.
Published: (2025)
PARD: Accelerating LLM Inference with Low-Cost PARallel Draft Model Adaptation
by: An, Zihao, et al.
Published: (2025)
by: An, Zihao, et al.
Published: (2025)
PARD-2: Target-Aligned Parallel Draft Model for Dual-Mode Speculative Decoding
by: An, Zihao, et al.
Published: (2026)
by: An, Zihao, et al.
Published: (2026)
SoK: Fully Homomorphic Encryption Accelerators
by: Zhang, Junxue, et al.
Published: (2022)
by: Zhang, Junxue, et al.
Published: (2022)
Dual‐Coreactants Enhanced Electrochemiluminescence
by: Jialian Ding, et al.
Published: (2024)
by: Jialian Ding, et al.
Published: (2024)
Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs
by: Cui, Qinpeng, et al.
Published: (2024)
by: Cui, Qinpeng, et al.
Published: (2024)
Where LLM Agents Fail and How They can Learn From Failures
by: Zhu, Kunlun, et al.
Published: (2025)
by: Zhu, Kunlun, et al.
Published: (2025)
FarSkip-Collective: Unhobbling Blocking Communication in Mixture of Experts Models
by: Dukler, Yonatan, et al.
Published: (2025)
by: Dukler, Yonatan, et al.
Published: (2025)
Athena: Enhancing Multimodal Reasoning with Data-efficient Process Reward Models
by: Wang, Shuai, et al.
Published: (2025)
by: Wang, Shuai, et al.
Published: (2025)
Thermal Performance Evaluation of Moving Inclined Pin‐Fins in Fully Wet Conditions: A Comparative Analysis of Cylindrical and Conical Geometries
by: Gowtham Kalkere Jayanna, et al.
Published: (2026)
by: Gowtham Kalkere Jayanna, et al.
Published: (2026)
DiffSparse: Accelerating Diffusion Transformers with Learned Token Sparsity
by: Zhu, Haowei, et al.
Published: (2026)
by: Zhu, Haowei, et al.
Published: (2026)
Unclonable Secret Sharing
by: Ananth, Prabhanjan, et al.
Published: (2024)
by: Ananth, Prabhanjan, et al.
Published: (2024)
Model Zoo: A Growing "Brain" That Learns Continually
by: Ramesh, Rahul, et al.
Published: (2021)
by: Ramesh, Rahul, et al.
Published: (2021)
Similar Items
-
SAND-Math: Using LLMs to Generate Novel, Difficult and Useful Mathematics Questions and Answers
by: Manem, Chaitanya, et al.
Published: (2025) -
Instella-T2I: Pushing the Limits of 1D Discrete Latent Space Image Generation
by: Wang, Ze, et al.
Published: (2025) -
TTT-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games
by: Mishra, Prakamya, et al.
Published: (2025) -
AdaptEvolve: Improving Efficiency of Evolutionary AI Agents through Adaptive Model Selection
by: Ray, Pretam, et al.
Published: (2026) -
TaDA: Training-free recipe for Decoding with Adaptive KV Cache Compression and Mean-centering
by: Joshi, Vinay, et al.
Published: (2025)