Completetinymodelraven Exclusive đź’Ž
Introducing the Complete Tiny Model Raven: an exclusive, compact collectible handcrafted for enthusiasts and miniature art lovers. Features:
: Instead of saying "The experiment was performed by us," say "We performed the experiment." It makes your writing more direct and engaging.
The standard TinyModelRaven is publicly available. The version, however, is fine-tuned on a closed, high-signal dataset that is not released to the general public. This dataset includes curated coding examples, medical Q&A pairs (synthetic), and edge-case reasoning problems. As a result, the Exclusive model achieves up to 15% higher accuracy on complex reasoning benchmarks (like BBH or MMLU) compared to its open-source sibling. completetinymodelraven exclusive
Only access subscription pages via the verified links in her Instagram or TikTok bios to avoid "catfish" or scam accounts. Respect Paywalls:
: Use a sharp precision hobby knife (like an X-Acto) and a self-healing cutting mat. Scissors can cause the paper to curl or tear on tight corners. Introducing the Complete Tiny Model Raven: an exclusive,
Standard tiny models fail because they are trained on generic Common Crawl data. They know grammar, but not logic. The Raven Exclusive was reportedly trained on a of a single human’s digital life: 15 years of Slack logs, 50,000 ChatGPT conversations, 3,000 academic PDFs, and—controversially—the error logs of a major cloud provider’s internal debugging session.
Universities or non-profits focused on climate tech, accessibility, or disaster response may apply for a free research license. The exclusivity ensures that the model isn't co-opted for malicious purposes (e.g., deepfakes on edge devices). The version, however, is fine-tuned on a closed,
Because it fits entirely within L3 cache on modern mobile CPUs, you can run the model without hitting DRAM for every token. Use the provided raven_cli tool:
