fine-tuning-with-trl
by firecrawl
Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward…
npx skills add https://github.com/firecrawl/ai-research-skills --skill fine-tuning-with-trlMore skills from firecrawl
oracle
firecrawl
Best practices for using the oracle CLI (prompt + file bundling, engines, sessions, and file attachment patterns).
official
pinecone
firecrawl
Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces.…
official
sentence-transformers
firecrawl
Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and retrieval.…
official
wp-playground
firecrawl
Use for WordPress Playground workflows: fast disposable WP instances in the browser or locally via @wp-playground/cli (server, run-blueprint, build-snapshot),…
official
wp-plugin-development
firecrawl
Use when developing WordPress plugins: architecture and hooks, activation/deactivation/uninstall, admin UI and Settings API, data storage, cron/tasks, security…
official
wp-project-triage
firecrawl
Use when you need a deterministic inspection of a WordPress repository (plugin/theme/block theme/WP core/Gutenberg/full site) including tooling/tests/version…
official
wp-rest-api
firecrawl
Use when building, extending, or debugging WordPress REST API endpoints/routes: register_rest_route, WP_REST_Controller/controller classes, schema/argument…
official
wp-wpcli-and-ops
firecrawl
Use when working with WP-CLI (wp) for WordPress operations: safe search-replace, db export/import, plugin/theme/user/content management, cron, cache flushing,…
official