Covenant-72B: Pre-Training a 72B LLM with Trustless Peers Over-the-Internet
Fuente:
arXiv
Saved in:
| Main Authors: | Lidin, Joel, Sarfi, Amir, Miahi, Erfan, Anthony, Quentin, Chauhan, Shivam, Pappas, Evangelos, Thérien, Benjamin, Belilovsky, Eugene, Dare, Samuel |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Incentivizing Permissionless Distributed Learning of LLMs
by: Lidin, Joel, et al.
Published: (2025)
by: Lidin, Joel, et al.
Published: (2025)
Communication Efficient LLM Pre-training with SparseLoCo
by: Sarfi, Amir, et al.
Published: (2025)
by: Sarfi, Amir, et al.
Published: (2025)
Heterogeneous Low-Bandwidth Pre-Training of LLMs
by: Obeidi, Yazan, et al.
Published: (2026)
by: Obeidi, Yazan, et al.
Published: (2026)
Understanding and Exploiting Weight Update Sparsity for Communication-Efficient Distributed RL
by: Miahi, Erfan, et al.
Published: (2026)
by: Miahi, Erfan, et al.
Published: (2026)
Validation of GPU Computation in Decentralized, Trustless Networks
by: Boniardi, Eric, et al.
Published: (2025)
by: Boniardi, Eric, et al.
Published: (2025)
TOPLOC: A Locality Sensitive Hashing Scheme for Trustless Verifiable Inference
by: Ong, Jack Min, et al.
Published: (2025)
by: Ong, Jack Min, et al.
Published: (2025)
PyLO: Towards Accessible Learned Optimizers in PyTorch
by: Janson, Paul, et al.
Published: (2025)
by: Janson, Paul, et al.
Published: (2025)
JSTprove: Pioneering Verifiable AI for a Trustless Future
by: Gold, Jonathan, et al.
Published: (2025)
by: Gold, Jonathan, et al.
Published: (2025)
ZipperChain: Transmuting Trusted Third-Party Services Into Trustless Atomic Broadcast
by: Bjornsson, Matteo, et al.
Published: (2025)
by: Bjornsson, Matteo, et al.
Published: (2025)
Self-Supervised Inference of Agents in Trustless Environments
by: Larin, Vladyslav, et al.
Published: (2024)
by: Larin, Vladyslav, et al.
Published: (2024)
Secure Autonomous Agent Payments: Verifying Authenticity and Intent in a Trustless Environment
by: Acharya, Vivek
Published: (2025)
by: Acharya, Vivek
Published: (2025)
Simple and Scalable Strategies to Continually Pre-train Large Language Models
by: Ibrahim, Adam, et al.
Published: (2024)
by: Ibrahim, Adam, et al.
Published: (2024)
DAOP: Data-Aware Offloading and Predictive Pre-Calculation for Efficient MoE Inference
by: Zhang, Yujie, et al.
Published: (2024)
by: Zhang, Yujie, et al.
Published: (2024)
Emergent Peer-to-Peer Multi-Hub Topology
by: Legheraba, Mohamed Amine, et al.
Published: (2024)
by: Legheraba, Mohamed Amine, et al.
Published: (2024)
DWDP: Distributed Weight Data Parallelism for High-Performance LLM Inference on NVL72
by: Li, Wanqian, et al.
Published: (2026)
by: Li, Wanqian, et al.
Published: (2026)
Charting the Uncharted: The Landscape of Monero Peer-to-Peer Network
by: Gao, Yu, et al.
Published: (2025)
by: Gao, Yu, et al.
Published: (2025)
PeerSwap: A Peer-Sampler with Randomness Guarantees
by: Guerraoui, Rachid, et al.
Published: (2024)
by: Guerraoui, Rachid, et al.
Published: (2024)
Folding Tensor and Sequence Parallelism for Memory-Efficient Transformer Training & Inference
by: Shyam, Vasu, et al.
Published: (2026)
by: Shyam, Vasu, et al.
Published: (2026)
Fully-Distributed Construction of Byzantine-Resilient Dynamic Peer-to-Peer Networks
by: Gupta, Aayush, et al.
Published: (2025)
by: Gupta, Aayush, et al.
Published: (2025)
Maintaining a Bounded Degree Expander in Dynamic Peer-to-Peer Networks
by: Cruciani, Antonio
Published: (2025)
by: Cruciani, Antonio
Published: (2025)
Optimizing Task Scheduling in Fog Computing with Deadline Awareness
by: Sirjani, Mohammad Sadegh, et al.
Published: (2025)
by: Sirjani, Mohammad Sadegh, et al.
Published: (2025)
PeerFL: A Simulator for Peer-to-Peer Federated Learning at Scale
by: Luqman, Alka, et al.
Published: (2024)
by: Luqman, Alka, et al.
Published: (2024)
Multiple Sides of 36 Coins: Measuring Peer-to-Peer Infrastructure Across Cryptocurrencies
by: Kiffer, Lucianna, et al.
Published: (2025)
by: Kiffer, Lucianna, et al.
Published: (2025)
Host-Side Telemetry for Performance Diagnosis in Cloud and HPC GPU Infrastructure
by: Darzi, Erfan, et al.
Published: (2025)
by: Darzi, Erfan, et al.
Published: (2025)
Towards Communication-Efficient Peer-to-Peer Networks
by: Hourani, Khalid, et al.
Published: (2024)
by: Hourani, Khalid, et al.
Published: (2024)
SoK: Consensus for Fair Message Ordering
by: Li, Zhuolun, et al.
Published: (2024)
by: Li, Zhuolun, et al.
Published: (2024)
Linear Search for Capturing an Oblivious Mobile Target in the Sender/Receiver Model
by: Jawhar, Khaled, et al.
Published: (2025)
by: Jawhar, Khaled, et al.
Published: (2025)
Bike Assisted Evacuation on a Line of Robots with Communication Faults
by: Jawhar, Khaled, et al.
Published: (2023)
by: Jawhar, Khaled, et al.
Published: (2023)
Comparative Study of Large Language Model Architectures on Frontier
by: Yin, Junqi, et al.
Published: (2024)
by: Yin, Junqi, et al.
Published: (2024)
BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework
by: Qin, Zhen, et al.
Published: (2022)
by: Qin, Zhen, et al.
Published: (2022)
Towards Learning-Augmented Peer-to-Peer Networks: Self-Stabilizing Graph Linearization with Untrusted Advice
by: Aradhya, Vijeth, et al.
Published: (2025)
by: Aradhya, Vijeth, et al.
Published: (2025)
Predictable LLM Serving on GPU Clusters
by: Darzi, Erfan, et al.
Published: (2025)
by: Darzi, Erfan, et al.
Published: (2025)
Peer-to-Peer Deep Learning for Beyond-5G IoT
by: Pranav, Srinivasa, et al.
Published: (2023)
by: Pranav, Srinivasa, et al.
Published: (2023)
A Survey of Recent Advancements in Secure Peer-to-Peer Networks
by: Patel, Raj, et al.
Published: (2025)
by: Patel, Raj, et al.
Published: (2025)
Capturing a Moving Target by Two Robots in the F2F Model
by: Jawhar, Khaled, et al.
Published: (2025)
by: Jawhar, Khaled, et al.
Published: (2025)
AerialDB: A Federated Peer-to-Peer Spatio-temporal Edge Datastore for Drone Fleets
by: Jaiswal, Shashwat, et al.
Published: (2025)
by: Jaiswal, Shashwat, et al.
Published: (2025)
Characterizing Communication Patterns in Distributed Large Language Model Inference
by: Xu, Lang, et al.
Published: (2025)
by: Xu, Lang, et al.
Published: (2025)
Blockchain based Secure Energy Marketplace Scheme to Motivate Peer to Peer Microgrids
by: Awais, Muhammad, et al.
Published: (2022)
by: Awais, Muhammad, et al.
Published: (2022)
Towards a Peer-to-Peer Data Distribution Layer for Efficient and Collaborative Resource Optimization of Distributed Dataflow Applications
by: Scheinert, Dominik, et al.
Published: (2023)
by: Scheinert, Dominik, et al.
Published: (2023)
Scientific Workflow Scheduling in Cloud Considering Cold Start and Variable Pricing Model
by: Sarkar, Suvarthi, et al.
Published: (2025)
by: Sarkar, Suvarthi, et al.
Published: (2025)
Similar Items
-
Incentivizing Permissionless Distributed Learning of LLMs
by: Lidin, Joel, et al.
Published: (2025) -
Communication Efficient LLM Pre-training with SparseLoCo
by: Sarfi, Amir, et al.
Published: (2025) -
Heterogeneous Low-Bandwidth Pre-Training of LLMs
by: Obeidi, Yazan, et al.
Published: (2026) -
Understanding and Exploiting Weight Update Sparsity for Communication-Efficient Distributed RL
by: Miahi, Erfan, et al.
Published: (2026) -
Validation of GPU Computation in Decentralized, Trustless Networks
by: Boniardi, Eric, et al.
Published: (2025)