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card: point GitHub links to EvolvingLMMs-Lab/ParaVT (main branch)

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  1. README.md +4 -4
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@@ -24,7 +24,7 @@ tags:
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  <div align="center">
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  [![Paper](https://img.shields.io/badge/Paper-000000?style=for-the-badge&logo=arxiv&logoColor=white)](#citation)
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- [![Code](https://img.shields.io/badge/Code-000000?style=for-the-badge&logo=github&logoColor=white)](https://github.com/mwxely/ParaVT)
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  [![Data](https://img.shields.io/badge/Data-0040A1?style=for-the-badge&logo=huggingface&logoColor=ffffff)](https://huggingface.co/datasets/ParaVT/ParaVT-Parquet)
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  [![Source](https://img.shields.io/badge/Source-0040A1?style=for-the-badge&logo=huggingface&logoColor=ffffff)](https://huggingface.co/datasets/ParaVT/ParaVT-Source)
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@@ -52,18 +52,18 @@ This repository hosts the final post-RL checkpoint (`ParaVT-8B`), obtained by ru
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  ## Usage
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- `ParaVT-8B` is a drop-in `transformers` / `vllm` model for video-text-to-text. The full evaluation driver, prompt templates, and reproduction scripts live in the [ParaVT GitHub repository](https://github.com/mwxely/ParaVT); please refer to it for the exact environment that produced the reported numbers.
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  ```bash
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  # Reproduce the headline numbers (after installing the eval venv)
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- git clone https://github.com/mwxely/ParaVT.git && cd ParaVT
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  cp .secrets.env.example .secrets.env && $EDITOR .secrets.env
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  bash scripts/setup_env.sh eval
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  PARAVT_EVAL_MODEL=ParaVT/ParaVT-8B \
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  bash paravt/eval/scripts/reproduce_paravt_8b.sh
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  ```
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- For inference outside the eval driver, treat the model exactly like `Qwen/Qwen3-VL-8B-Instruct`: vLLM `--model ParaVT/ParaVT-8B`, the same tokenizer, the same chat template. The agentic system prompt and the tool schema used during PARA-GRPO are documented in [`paravt/eval/configs/withtool.yaml`](https://github.com/mwxely/ParaVT/blob/paravt-release/paravt/eval/configs/withtool.yaml) and [`paravt/eval/utils.py`](https://github.com/mwxely/ParaVT/blob/paravt-release/paravt/eval/utils.py).
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  ## Citation
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  <div align="center">
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  [![Paper](https://img.shields.io/badge/Paper-000000?style=for-the-badge&logo=arxiv&logoColor=white)](#citation)
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+ [![Code](https://img.shields.io/badge/Code-000000?style=for-the-badge&logo=github&logoColor=white)](https://github.com/EvolvingLMMs-Lab/ParaVT)
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  [![Data](https://img.shields.io/badge/Data-0040A1?style=for-the-badge&logo=huggingface&logoColor=ffffff)](https://huggingface.co/datasets/ParaVT/ParaVT-Parquet)
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  [![Source](https://img.shields.io/badge/Source-0040A1?style=for-the-badge&logo=huggingface&logoColor=ffffff)](https://huggingface.co/datasets/ParaVT/ParaVT-Source)
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  ## Usage
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+ `ParaVT-8B` is a drop-in `transformers` / `vllm` model for video-text-to-text. The full evaluation driver, prompt templates, and reproduction scripts live in the [ParaVT GitHub repository](https://github.com/EvolvingLMMs-Lab/ParaVT); please refer to it for the exact environment that produced the reported numbers.
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  ```bash
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  # Reproduce the headline numbers (after installing the eval venv)
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+ git clone https://github.com/EvolvingLMMs-Lab/ParaVT.git && cd ParaVT
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  cp .secrets.env.example .secrets.env && $EDITOR .secrets.env
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  bash scripts/setup_env.sh eval
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  PARAVT_EVAL_MODEL=ParaVT/ParaVT-8B \
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  bash paravt/eval/scripts/reproduce_paravt_8b.sh
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  ```
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+ For inference outside the eval driver, treat the model exactly like `Qwen/Qwen3-VL-8B-Instruct`: vLLM `--model ParaVT/ParaVT-8B`, the same tokenizer, the same chat template. The agentic system prompt and the tool schema used during PARA-GRPO are documented in [`paravt/eval/configs/withtool.yaml`](https://github.com/EvolvingLMMs-Lab/ParaVT/blob/main/paravt/eval/configs/withtool.yaml) and [`paravt/eval/utils.py`](https://github.com/EvolvingLMMs-Lab/ParaVT/blob/main/paravt/eval/utils.py).
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  ## Citation
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