WukLab / InferCeptLinks
☆28Updated last year
Alternatives and similar repositories for InferCept
Users that are interested in InferCept are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆55Updated 9 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆172Updated 10 months ago
- ☆68Updated last year
- ☆127Updated 3 weeks ago
- A resilient distributed training framework☆94Updated last year
- Stateful LLM Serving☆79Updated 5 months ago
- ☆110Updated 9 months ago
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆90Updated 2 years ago
- [SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference☆65Updated last month
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆44Updated this week
- Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆71Updated this week
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Updated 8 months ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆126Updated last year
- ☆116Updated 10 months ago
- ☆19Updated last year
- [ASPLOS'25] Towards End-to-End Optimization of LLM-based Applications with Ayo☆32Updated this week
- Python package for rematerialization-aware gradient checkpointing☆25Updated last year
- A framework for generating realistic LLM serving workloads☆53Updated 2 months ago
- ☆25Updated last year
- Compiler for Dynamic Neural Networks☆46Updated last year
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆27Updated last year
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆149Updated last year
- Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines☆20Updated last year
- ☆32Updated last year
- ☆85Updated 3 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆191Updated 2 weeks ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆59Updated 8 months ago
- PyTorch library for cost-effective, fast and easy serving of MoE models.☆220Updated last month
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆42Updated 7 months ago