Inference Observability
Accelerate and troubleshoot LLM inference in production.
OpenAI
Azure
Hugging Face
PyTorch
vLLM
AzureHugging FacePyTorchvLLMInference tracing
Identify and optimize the most significant contributors to latency.
Inference profiling
Ensure optimal inference performance and model configuration for hosted models.
System monitoring
Track errors and monitor APIs, compute, and GPU utilization.
Cost tracking
Analyze model API costs for deployments, models, sessions, or any custom tags.