Organization card

README.md

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 title: README
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+emoji: 📄
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-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Providus AI
+
+We build document AI that runs where your documents live: on your own servers or in our cloud.
+Our open models read document pages (text, headings, tables and charts) and turn them into clean Markdown.
+
+## providus-vl-mini
+
+An open-weight document parsing model, a fine-tune of MinerU2.5-Pro by OpenDataLab (Apache-2.0).
+
+- **78.96 ± 0.04 on ParseBench** (mean of 4 full runs). On ParseBench's leaderboard (b9ba246, 2026-10-12) it would place first among open-weight models.
+- **Zero per-page fees:** providus-vl-mini is free to use under Apache-2.0. Your only cost is your own hardware.
+
+| Repo | What it is |
+|---|---|
+| [providus-vl-mini](https://huggingface.co/ProvidusAI/providus-vl-mini) | The full model, for vLLM on a GPU server (access approved automatically) |
+| [providus-vl-mini-GGUF](https://huggingface.co/ProvidusAI/providus-vl-mini-GGUF) | One file for LM Studio, llama.cpp and Ollama (open, no login) |
+| [providus-parse-tools](https://github.com/ProvidusAI/providus-parse-tools) | The pipeline that turns pages into Markdown (`pip install providus-parse-tools`) |
+
+## Try it on your laptop (LM Studio)
+
+```
+lms get https://huggingface.co/ProvidusAI/providus-vl-mini-GGUF
+lms load providus-vl-mini --context-length 8192 --identifier providus-vl-mini
+lms server start
+pip install providus-parse-tools==1.0.0
+```
+
+Then point the pipeline at `http://127.0.0.1:1234`. The model card has the full steps for LM Studio, llama.cpp and Ollama.
+
+If you like our work, please follow us here, like the models and star the repo on GitHub.
+
+[providus.ai](https://providus.ai) · [GitHub](https://github.com/ProvidusAI)