Datadog LLM Observability
Shares tags: build, observability & guardrails, traces & metrics
AI Tool
Unlock the Power of LLM Traces
Elevate your LLM applications with advanced observability and metrics.
Capture comprehensive token graphs and metrics for optimized LLM performance.Enhanced multimodal support enables richer tracing across various formats.Streamlined collaboration tools foster teamwork and accelerate AI deployment.
Tags
BuildObservability & GuardrailsTraces & Metrics
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overview
Overview
Weights & Biases LLM Traces offers an enterprise-level solution for monitoring and fine-tuning large language model applications. Its advanced observability features help you identify issues and improve model performance throughout the deployment lifecycle.
- Real-time metrics tracking for informed decision-making.
- Granular metadata capture for improved debugging.
- Built-in compatibility with open standards.
features
Key Features
With W&B Traces, you gain access to powerful tools designed to enhance your LLM workflows. From detailed agent trajectory logging to collaborative workspaces, our features streamline AI development.
- Trace trees and integrated chat for seamless interaction.
- EvaluationLogger API for enhanced model comparison.
- Privacy controls to ensure data safety in enterprise settings.
use_cases
Use Cases
W&B LLM Traces is tailored for ML engineers and AI researchers focused on complex LLM applications. Whether you're evaluating models or monitoring AI behavior, our solution adapts to your organization's needs.
- Ideal for Reinforcement Learning tuning and evaluation.
- Supports large-scale collaborative AI engineering projects.
- Facilitates versioned dataset and model management.
Frequently Asked Questions
What types of metrics can I track with W&B LLM Traces?
You can track a wide range of metrics including token usage, model latency, and performance scores, all designed for in-depth analysis of your LLM applications.
Is W&B LLM Traces suitable for teams?
Absolutely! Our platform emphasizes collaboration, offering shared run modes and saved views to enhance teamwork and productivity.
How does W&B LLM Traces enhance compliance?
With robust privacy and data access controls, W&B LLM Traces ensures that your organization meets strict compliance requirements while managing AI projects effectively.