Every video on the first page of Meta's Videos section (opens in a new tab) uses Llama. Each one becomes a muse that Muse Muse rebuilds on current Muse models and records. Checked Oct 26. The rebuilds link to Meta's videos and never copy them.
6 of 6 rebuilt in 4 h for $55.99
Plus 4 first demos for models Meta has no video for yet. Time and cost include every attempt and fix round. Costs are estimates.
Customizing Llama to pull structured data out of images
Same job without fine-tuning. Muse Wonder reads the image and returns JSON that matches a schema. Upload a receipt or a form and get validated fields back.
A business chatbot on WhatsApp that handles text and images
A web chat for a small business that understands photos and voice notes and can reply with images. Connecting it to WhatsApp needs a WhatsApp Business account, so the rebuild shows the web version and documents the webhook.
Drafting blog posts from existing documentation with retrieval
Upload or paste docs and get a draft post with a header image. Most doc sets fit in Muse Wonder's 1M-token context, so there is no retrieval pipeline to build.
Extracting data from PDFs, invoices and reports with the DocumentLens recipe
Upload a PDF report. Muse Wonder reads it directly and answers with tables and page references, and SAM 3.1 outlines the charts and figures on page images.
Fine-tuning strategies for domain-specific problems
Muse Muse builds apps, not training runs, and the hosted Muse models aren't fine-tuned through the API. The rebuild checks a few-shot Muse Wonder setup against the user's labeled examples and says when fine-tuning open weights like Glimmer would still be worth it.
Safeguards for content moderation, jailbreak defense and code security
A safety check in front of a chatbot that screens prompts and replies with Muse Wonder and shows why something was blocked. Meta's open protection models stay the self-hosted option.
No video on the first page shows SAM 3.1, Muse Image, Voice Transcribe or Muse Wonder. These are first demos for each.
No video for SAM 3.1 on the first page
No video for Muse Image on the first page
No video for Muse Voice Transcribe on the first page
Only a short embedded clip on the home page