ml-intern
🤗 ml-intern: an open-source ML engineer that reads papers, trains models, and ships ML models
Discover how the HF router catalog auto-selects providers in ML Intern. Learn about routing policies and dynamic provider selection for optimized ML model deployment.
How ML Intern Tracks Token Usage Across the Agent LoopDiscover how ML Intern tracks token usage across the agent loop using LLM call site instrumentation and Litellm responses for cost analysis.
ML Intern Interactive Mode vs Headless Mode: Complete Execution GuideExplore ML Intern interactive vs headless mode execution. Understand command-line interfaces animated output manual approvals auto approvals and automated workflows.
Slash Commands in ML Intern: A Complete Guide to the Interactive CLIMaster ML Intern slash commands like /help, /undo, and /model. Control agent behavior, manage context, and configure settings efficiently from the interactive CLI.
How ML Intern Implements Retry Logic for Transient LLM Errors and Rate LimitingML Intern implements robust retry logic for LLM errors. It retries failed calls up to three times with progressive back-off and handles rate limiting to ensure smooth operation.
How GitHub Code Search in ML Intern Finds Examples Across RepositoriesDiscover how ML Intern utilizes GitHub code search to efficiently locate and retrieve relevant code examples across repositories using fuzzy matching and ranked results.
How ML Intern Documentation Search Tools Explore Hugging Face DocsDiscover how ML Intern's documentation search tools navigate Hugging Face docs. Learn about dynamic scraping, indexing, and full-text search with intelligent caching for efficient retrieval.
How the Research Sub-Agent Tool in ML Intern Performs Parallel Research TasksDiscover how ML Intern’s research sub-agent performs parallel research tasks. Learn about its unique approach to concurrent execution for enhanced efficiency.
What Git Operations Are Supported Through ML Intern's GitHub Integration Tools?Discover the Git operations ML Intern supports on Hugging Face Hub repositories including branch management tagging pull requests and more Learn about GitHub exploration utilities for public repositories.
How hf_repo_files and hf_repo_git Tools Handle Repository Operations in ML InternDiscover how hf_repo_files and hf_repo_git tools manage repository operations for the ML Intern agent. Explore async interfaces for file CRUD and Git management.
How the hf_jobs Tool in ML Intern Manages Cloud Compute and Training ScriptsDiscover how the hf_jobs tool in ML Intern manages cloud compute and training scripts. It translates JSON requests into API calls for efficient execution and real-time log streaming.
How Session Trajectory Upload Works in ML Intern for Debugging and ReplayLearn how ML Intern's session trajectory upload asynchronously saves agent interactions for debugging and replay. Ensure non-blocking persistence with detached subprocesses.
Have a question about this repo?
These articles cover the highlights, but your codebase questions are specific. Give your agent direct access to the source. Share this with your agent to get started:
curl -s "https://instagit.com/install.md" 
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