# paradigma-inc/limite-violetto > Repository provides a vLLM plugin for serving Limite 1B — Violetto, a model trained to solve difficult mathematical problems one at a time. Weights and tokenizer are hosted on Hugging Face. - Magnitude: 1.6 out of 10 — Cooling - Stars: 84 total · +0 stars today, ≈ 7 by evening - Star trust: star growth looks organic - Category: Language models · Language: Python · License: Apache-2.0 · Created: 2026-09-21 · Last push: 2026-09-23 - GitHub: https://github.com/paradigma-inc/limite-violetto · Homepage: https://paradigma.inc/blog/limite-1b-violetto/ · Page: https://gitnova.dev/en/r/paradigma-inc/limite-violetto ## Useful for - Serve the Violetto model locally via vLLM to solve math problems - Install only the plugin into an existing vLLM 0.26.0 environment without resolving dependencies - Build the plugin wheel for integration into a custom inference pipeline ## Why it’s here - 0 stars so far today, about 7 expected by the end of the day. - The spike has held for 3 days in a row — not a one-off blip. - The repository is 3 days old and already has 84 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. - Top new repositories this week: #192. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 4 - Issues and pull requests: 0 - Watchers: 1 - Average over the last week: 23 per day - Usual pace: too little history (under two weeks) - Stars in the last hour (measured): 0 ## Stars per day, last 5 days (oldest → newest, today is partial) 2026-09-20 … 2026-09-24: 0, 35, 40, 9, 0 ## Spotted in now - Top new repositories this week: #192 ## Similar by description 1. **lkarlslund/laya.cpp** — 2.1 · Early signal · Language models · C++ · +0 stars today, ≈ 12 by evening Native C++ inference for Laya models with CUDA, Vulkan, and Apple Core ML backends, without Python. Supports tokenization, inference, JSON output, and an HTTP server with automatic request batching. Full card: https://gitnova.dev/en/r/lkarlslund/laya.cpp.md 2. **huggingface/tokenizers** — 2.5 · Breakout · Language models · Rust · +0 stars today, ≈ 9 by evening Hugging Face tokenization library written in Rust with Python and Node.js bindings: fast BPE, Unigram, WordPiece and WordLevel implementations for training and inference of NLP models. Full card: https://gitnova.dev/en/r/huggingface/tokenizers.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-09-24 02:50 UTC, updated every 30 minutes.