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2 / 4 Tools
| Attribute | Replicate by Replicate Inc. | vLLM by vLLM Team & UC Berkeley |
|---|---|---|
| Category | Other AI Tools Subcategory: Serverless ML Model Cloud | 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 | paid | free |
| Starting Price | Pay-as-you-go Pay-as-you-go per second of GPU usage (Nvidia T4 from $0.000225/sec, A100 from $0.0014/sec). | Free 100% free open-source software (Apache 2.0). |
| Platforms | WebAPIPython SDKNode.js SDK | LinuxPythonDocker |
| AI Capabilities | Serverless Automatic GPU Scaling to ZeroSingle-Line API InvocationsCustom Model Deployment with CogFine-Tuning Webhook PipelinesGlobal Model Registry | PagedAttention Memory OptimizationContinuous Batching of RequestsNVIDIA & AMD GPU SupportDrop-In OpenAI Server |
| Overview | Cloud platform to run, fine-tune, and deploy open-source machine learning models with a single line of code. | High-throughput and memory-efficient LLM serving engine featuring PagedAttention algorithm. |
| Tags | replicateapiserverlessgpu-clouddeveloper | servingvllmpagedattentionopen-source |
