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- Guild AI
On the recordRead 4 Oct 202621 facts
Guild AI
On the record
- Experiment records
- It records run details such as flags, results, metadata, and source code snapshots.guildai.org · read 3 Oct 2026
- Experiment tracking
- Guild can run unmodified training scripts and capture each run as a unique experiment.guildai.org · read 4 Oct 2026
- Hyperparameter search
- Built-in batch operations include grid search, random search, and sequential Bayesian optimization.guildai.org · read 3 Oct 2026
- Installation
- The getting-started guide says to install Guild AI with pip install guildai.guildai.org · read 4 Oct 2026
- Install methods
- The installation guide documents pip, conda, Docker, and source-code installation.guildai.org · read 3 Oct 2026
- Integrations
- The documentation describes TensorBoard support and integrations involving TensorFlow and Keras.guildai.org · read 3 Oct 2026
- Local operation
- The getting-started guide says Guild does not require databases or external systems.guildai.org · read 3 Oct 2026
- Notable limit
- The documentation says the random optimizer generates 20 trials by default, adjustable with the max-trials option.guildai.org · read 3 Oct 2026
- Optimization
- Guild supports grid search, random search, and Bayesian optimization.guildai.org · read 4 Oct 2026
- Purpose
- Guild AI is an open-source toolkit for automating and optimizing machine learning experiments.guildai.org · read 4 Oct 2026
- Remote execution
- Guild includes commands for running operations remotely and synchronizing remote runs.guildai.org · read 4 Oct 2026
- Remote systems
- Supported remote types include SSH, EC2, S3, Azure VM, Azure Blob Storage, and GitHub Gists, with different capabilities by type.guildai.org · read 3 Oct 2026
- Result viewing
- Guild View is a browser-based application for browsing runs, viewing metadata and files, and comparing results.guildai.org · read 3 Oct 2026
- Run comparison
- Guild Compare lets users review run results and compare experiment metrics.guildai.org · read 4 Oct 2026
- Run comparisons
- Guild Compare displays runs in a spreadsheet format and can export run data as CSV.guildai.org · read 3 Oct 2026
- Run data
- Guild stores run scalars in TensorBoard summary file format and does not show summary files written outside the run directory.guildai.org · read 4 Oct 2026
- Security limit
- Runs published to GitHub Gists are public by default, and users must change the gist visibility themselves to secure them.guildai.org · read 3 Oct 2026
- Support
- The Guild AI forum says its support systems are moving to GitHub and that the forum will be read-only.guildai.org · read 4 Oct 2026
