# Social Post Drafts Replace `[VIDEO URL]` after uploading the demo. ## LinkedIn / Hugging Face Community I built **The Compliment Forest** for the Hugging Face Build Small Hackathon. Most AI encouragement becomes abstract when a person needs something concrete. The Compliment Forest turns one worry into a five-chapter illustrated walk: acknowledge the feeling, separate facts from fear, consider realistic options, choose one small action, and carry a simple plan forward. The stack: - MiniCPM4.1-8B for adaptive intake, planning, authoring, and critique - a published 1.08B MiniCPM fine-tune and llama.cpp GGUF - FLUX.1-schnell with four LoRA-trained visual styles - separate Modal GPU services for text and image inference - a custom Gradio Server frontend on Hugging Face Spaces - deterministic validators for grounding, repetition, invented biography, and practical advice OpenAI Codex helped across the full engineering loop: codebase exploration, test-first debugging, structured-output repair, prompt redesign, deployment, and live verification. Try it: https://huggingface.co/spaces/build-small-hackathon/compliment-forest Demo: [VIDEO URL] #BuildSmall #HuggingFace #MiniCPM #Modal #OpenAICodex #Gradio #GenerativeAI ## X / Bluesky I built The Compliment Forest for #BuildSmall: one worry becomes a grounded, five-chapter illustrated path with MiniCPM, FLUX LoRAs, Modal, a custom Gradio UI, and strict checks against repeated or invented advice. Space: https://huggingface.co/spaces/build-small-hackathon/compliment-forest Demo: [VIDEO URL] #HuggingFace #MiniCPM #OpenAICodex