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2 / 4 Tools
| Attribute | vLLM by vLLM Team & UC Berkeley | Text Generation Inference (TGI) by Hugging Face, Inc. |
|---|---|---|
| Category | Other AI Tools | Other AI Tools |
| Rating & Reviews | ★New / 5.0 0 verified reviews Weighted score: 0.00 | ★New / 5.0 0 verified reviews Weighted score: 0.00 |
| Pricing Model | free | free |
| Starting Price | Free 100% free open-source software (Apache 2.0). | Free Free open-source software (Apache 2.0 / Open RAIL). |
| Platforms | LinuxPythonDocker | DockerKubernetesLinux |
| AI Capabilities | PagedAttention Memory OptimizationContinuous Batching of RequestsNVIDIA & AMD GPU SupportDrop-In OpenAI Server | Tensor Parallelism Across Multiple GPUsContinuous Dynamic Request BatchingFlash Attention & Paged AttentionPrometheus Metrics Telemetry |
| Overview | High-throughput and memory-efficient LLM serving engine featuring PagedAttention algorithm. | Rust, Python, and gRPC server for text generation inference used in production at Hugging Face. |
| Tags | servingvllmpagedattentionopen-source | huggingfacetgiservingenterprise |
