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[Docs] Update docs for release/2.5 (#7267)

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* Update docs for release/2.5

* Update English docs for release/2.5

- Update README_EN.md: add v2.5 news entry, reformat v2.4 entry with release link
- Update docs/get_started/installation/nvidia_gpu.md:
  - Docker image: 2.4.0 -> 2.5.0, notice now shows SM80/86/89/90 support
  - paddlepaddle-gpu: 3.3.0 -> 3.3.1, add CUDA 12.9 alternatives
  - fastdeploy-gpu: 2.4.0 -> 2.5.0, unified arch install with CUDA 12.9 option
- Update docs/zh/get_started/installation/nvidia_gpu.md:
  - Fix remaining paddlepaddle-gpu==3.3.0 refs in sections 4&5 -> 3.3.1

Agent-Logs-Url: https://github.com/PaddlePaddle/FastDeploy/sessions/fa0be381-324e-4b0d-b7a6-e2c1fa12174f

Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>

* Clarify --extra-index-url usage in installation docs

Add note explaining that --extra-index-url is only for downloading
fastdeploy-gpu dependencies; fastdeploy-gpu itself must be installed
from the Paddle source specified by -i. Applied to both Chinese and
English nvidia_gpu.md installation guides.

Agent-Logs-Url: https://github.com/PaddlePaddle/FastDeploy/sessions/9fa8b3c9-7555-4eae-b9b9-026cddd7e74c

Co-authored-by: Jiang-Jia-Jun <163579578+Jiang-Jia-Jun@users.noreply.github.com>

* Update nvidia_gpu.md

---------

Co-authored-by: jiang-jia-jun <jiangjiajun@baidu.com>
Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
This commit is contained in:
Jiang-Jia-Jun
2026-04-09 16:07:18 +08:00
committed by GitHub
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README_CN.md
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@@ -27,7 +27,9 @@
## 最新活动
**[2026-01] FastDeploy v2.4 全新发布!** 新增 DeepSeek V3 与 Qwen3-MoE 模型的 PD 分离部署，增强MTP 投机解码能力，全面优化多硬件平台上的 MoE 推理与多模态前缀缓存性能，升级全部内容参阅 [v2.4 ReleaseNote](https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.4.0)。
**[2026-03] FastDeploy v2.5 全新发布!** 新增Qwen3-VL与Qwen3-VL MoE模型部署支持，新增W4AFP8量化方法，增强强化学习训练支持能力，包含170+项Bug修复与性能优化，升级全部内容参阅 [v2.5 ReleaseNote](https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.5.0)。
**[2026-01] FastDeploy v2.4**: 新增 DeepSeek V3 与 Qwen3-MoE 模型的 PD 分离部署，增强MTP 投机解码能力，全面优化多硬件平台上的 MoE 推理与多模态前缀缓存性能，升级全部内容参阅 [v2.4 ReleaseNote](https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.4.0)。
**[2025-11] FastDeploy v2.3**: 新增[ERNIE-4.5-VL-28B-A3B-Thinking](docs/zh/get_started/ernie-4.5-vl-thinking.md)与[PaddleOCR-VL-0.9B](docs/zh/best_practices/PaddleOCR-VL-0.9B.md)两大重磅模型在多硬件平台上的部署支持，进一步优化全方位推理性能，以及带来更多部署功能和易用性的提升，升级全部内容参阅[v2.3 ReleaseNote](https://github.com/PaddlePaddle/FastDeploy/releases/tag/v2.3.0)。