vllm
https://github.com/vllm-project/vllm
Python
A high-throughput and memory-efficient inference and serving engine for LLMs
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- Issues
- [EXP] part 1: helion integration into vllm gemm+fp8+all_gather
- Elastic AFD
- [Linear Kernel Refactor] Make all scaled MM kernels inherit from common generic base.
- [Kernel][Helion][1/N] Add Helion kernel for static_scaled_fp8_quant
- [Bug]: OpenAI-compatible Embeddings API intermittently crashes with multimodal cache assertion (`Expected a cached item for mm_hash`) on Qwen3-VL-Embedding-8B
- [Kernel][Helion][1/N] Add Helion kernel for dynamic_per_tensor_scaled_fp8_quant
- ovis 2.5 - vlm compilation fixes
- [Bug]: mistral3 offline multimodal inference example failing with prompt placeholder error
- [3/N] chatCompletions uses Parser
- aria vlm compile
- Docs
- Python not yet supported