eth-easl / deltazipLinks
Compression for Foundation Models
☆35Updated 3 months ago
Alternatives and similar repositories for deltazip
Users that are interested in deltazip are comparing it to the libraries listed below
Sorting:
- ☆47Updated last year
- Beyond KV Caching: Shared Attention for Efficient LLMs☆19Updated last year
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration☆238Updated 11 months ago
- LLM Serving Performance Evaluation Harness☆80Updated 8 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆130Updated 10 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆42Updated last year
- Efficient Compute-Communication Overlap for Distributed LLM Inference☆61Updated this week
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆169Updated last year
- Hydragen: High-Throughput LLM Inference with Shared Prefixes☆43Updated last year
- Quantized Attention on GPU☆44Updated 11 months ago
- ☆44Updated 6 months ago
- ☆102Updated 5 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆84Updated last year
- FlexAttention w/ FlashAttention3 Support☆27Updated last year
- PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design (KDD 2025)☆26Updated last year
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆48Updated 2 months ago
- ☆50Updated 5 months ago
- ☆27Updated last year
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆121Updated 4 months ago
- ☆14Updated 3 months ago
- Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]☆40Updated 7 months ago
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆52Updated last year
- 16-fold memory access reduction with nearly no loss☆104Updated 7 months ago
- Dynamic Context Selection for Efficient Long-Context LLMs☆40Updated 5 months ago
- ☆20Updated 2 years ago
- ☆32Updated 8 months ago
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆52Updated 3 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆78Updated last year
- 🔥 LLM-powered GPU kernel synthesis: Train models to convert PyTorch ops into optimized Triton kernels via SFT+RL. Multi-turn compilation…☆89Updated 3 weeks ago