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Llama cookbook and tools

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Use cases, Multimodal, RAGDocumentLens: Extract multimodal data from documents using LlamaBuild a tool to streamline the extraction of text, tables, images, charts into JSON, SQL/vector databases and Excel spreadsheetsLearn moreToolsPrompt Ops ToolAutomates prompt migration to Llama models, cutting optimization from days to hours and boosting performance up to 20% for production use cases.ToolsSynthetic Data ToolA simple customizable CLI to generate and augment datasets for LLM fine-tuning, with support for RL, CoT reasoning and summary dataset generation.

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llama-cookbookGetting Started with PDO (Prompt Duel Optimizer) with prompt-opsDiscover how our next-generation prompt-optimization methods unlock new performance levels in Llama applications.Learn moreToolsSynthetic Data ToolA simple customizable CLI to generate and augment datasets for LLM fine-tuning, with support for RL, CoT reasoning and summary dataset generation.ToolsPrompt Ops ToolAutomates prompt migration to Llama models, cutting optimization from days to hours and boosting performance up to 20% for production use cases.Use cases, Multimodal, RAGDocumentLens: Extract multimodal data from documents using LlamaBuild a tool to streamline the extraction of text, tables, images, charts into JSON, SQL/vector databases and Excel spreadsheetsLearn moreIntegrations, RAGTechnical Blog Generator with LlamaA tutorial using Llama 4 to generate accurate and relevant technical blog posts from your existing documentation.Use casesBuild an Automatic Issues Triaging System with LlamaAnalyze, generate insights, and create a report for a better understanding of the state of a repository.Learn more

More from Llama

DocumentationThe guides and resources you need to build with Llama.

VideosWatch talks, demos, and updates from Meta covering Llama models, features, and best practices.

Llama 4The open-source AI models you can fine-tune, distill and deploy anywhere.