Scalable Edge-Assisted Serving Framework for Interactive LLMs [NeurIPS 2025 Spotlight]
☆33Nov 14, 2025Updated 9 months ago
Alternatives and similar repositories for specedge
Users that are interested in specedge are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Codes for our paper "Speculative Decoding: Exploiting Speculative Execution for Accelerating Seq2seq Generation" (EMNLP 2023 Findings)☆47Dec 9, 2023Updated 2 years ago
- Distributed YOLOv8m face detection using FedAvg and FedGH (our method). This repository is based on PACSSK-401001 group project outcoming…☆20Aug 13, 2023Updated 3 years ago
- ☆42Jan 2, 2025Updated last year
- ☆13Mar 16, 2025Updated last year
- ☆45Oct 11, 2025Updated 10 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆13Mar 7, 2024Updated 2 years ago
- Implementation of the paper Fast Inference from Transformers via Speculative Decoding, Leviathan et al. 2023.☆116Dec 2, 2024Updated last year
- CCLoco: Scaling Up Top-K Error Feedback with Local Optimizers☆28Aug 22, 2025Updated last year
- The speculative decoding for uav environment☆17Oct 18, 2025Updated 10 months ago
- PFLoRA-lib: Personalized Federated Learning with LoRA Algorithm Library focusing on privacy-protection, federated-learning, Citation, Ext…☆14Sep 19, 2024Updated last year
- Layered prefill changes the scheduling axis from tokens to layers and removes redundant MoE weight reloads while keeping decode stall fre…☆19Mar 9, 2026Updated 5 months ago
- ☆12May 19, 2025Updated last year
- Official implementation of DapperFL.☆13Oct 29, 2024Updated last year
- ICML 2025 Spotlight, PCEvolve: Private Contrastive Evolution for Synthetic Dataset Generation via Few-Shot Private Data and Generative AP…☆15Jun 27, 2025Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Implementation of "Decoding-time Realignment of Language Models", ICML 2024.☆21Jun 17, 2024Updated 2 years ago
- Code of the paper: Debiasing Meta-Gradient Reinforcement Learning by Learning the Outer Value Function☆13Apr 13, 2026Updated 4 months ago
- ☆15Sep 14, 2023Updated 2 years ago
- SplitBud is a Split Learning framework built upon Flower☆13Mar 22, 2025Updated last year
- ☆13Jan 7, 2025Updated last year
- Understanding Self-Supervised Learning in a non-IID Setting☆21Oct 21, 2022Updated 3 years ago
- UIHash: Detecting Similar Android UIs through Grid-Based Visual Appearance Representation, USENIX Security '24☆12Dec 5, 2024Updated last year
- ☆68Nov 4, 2024Updated last year
- ☆16Oct 3, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- scikit learn compatible implementation of XCS, the most popular and best studied learning classifier system algorithm to date.☆13Jun 17, 2024Updated 2 years ago
- Models and examples built with hls4ml☆12Apr 8, 2020Updated 6 years ago
- Confidence-aware Personalized Federated Learning via Variational Expectation Maximization [Accepted at CVPR 2023]☆16Nov 8, 2023Updated 2 years ago
- [NeurIPS 2025] Scaling Speculative Decoding with Lookahead Reasoning☆69Oct 31, 2025Updated 9 months ago
- Programming for AI Practice☆14Dec 13, 2020Updated 5 years ago
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆101Jan 2, 2025Updated last year
- Heterogeneous Accelerated Computed Cluster (HACC) Resources Page☆22Jun 30, 2026Updated 2 months ago
- PyTorch code for our paper "Resource-Adaptive Federated Learning with All-In-One Neural Composition" (NeurIPS2022)☆19Dec 4, 2022Updated 3 years ago
- Minimal Decision Transformer Implementation written in Jax (Flax).☆18Aug 8, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- GstShark is a front-end for GStreamer traces☆17Oct 30, 2023Updated 2 years ago
- Code from top teams in 2025 AI City Challenge☆19Aug 9, 2026Updated 3 weeks ago
- ☆16Sep 4, 2025Updated 11 months ago
- User-friendly multi-turn image editing☆19Aug 25, 2025Updated last year
- [Official] NeurIPS 2023, "Navigating Data Heterogeneity in Federated Learning: A Semi-Supervised Approach for Object Detection"☆21Jan 3, 2024Updated 2 years ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆94Oct 15, 2025Updated 10 months ago
- Continuous Pipelined Speculative Decoding☆22May 25, 2026Updated 3 months ago