vllm-project / dashboard
vLLM performance dashboard
☆23Updated 11 months ago
Alternatives and similar repositories for dashboard:
Users that are interested in dashboard are comparing it to the libraries listed below
- KV cache compression for high-throughput LLM inference☆119Updated last month
- ☆184Updated 6 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆111Updated 3 months ago
- A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.☆164Updated 3 weeks ago
- ☆75Updated last week
- Boosting 4-bit inference kernels with 2:4 Sparsity☆71Updated 6 months ago
- ☆70Updated 4 months ago
- ☆65Updated 3 months ago
- A safetensors extension to efficiently store sparse quantized tensors on disk☆92Updated this week
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆109Updated 3 weeks ago
- Benchmark suite for LLMs from Fireworks.ai☆70Updated last month
- LLM Serving Performance Evaluation Harness☆73Updated last month
- ☆63Updated this week
- Efficient, Flexible, and Highly Fault-Tolerant Model Service Management Based on SGLang☆44Updated 4 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆66Updated this week
- An easy-to-use package for implementing SmoothQuant for LLMs☆95Updated 10 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆77Updated 5 months ago
- Odysseus: Playground of LLM Sequence Parallelism☆68Updated 9 months ago
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆93Updated last year
- ☆49Updated 4 months ago
- Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models☆130Updated 9 months ago
- ☆122Updated last month
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆90Updated last week
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆40Updated last year
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆39Updated last year
- Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs☆149Updated last week
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆35Updated 3 weeks ago
- Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).☆238Updated last year
- Distributed IO-aware Attention algorithm☆18Updated 7 months ago
- The driver for LMCache core to run in vLLM☆36Updated last month