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Update examples readme #1035

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fix examples readme
cheng221 Jan 22, 2025
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fix examples readme
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@cheng221
cheng221 committed Jan 22, 2025
commit b57485a4c9e4edbae41c078f6c864c7a7020ffff
57 changes: 20 additions & 37 deletions paddlemix/examples/README.md
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Expand Up @@ -4,17 +4,32 @@ paddlemix `examples` 目录下提供模型的一站式体验，包括模型推

## 支持模型

1. 支持一站式训推模型:
> * 多模态理解：ppdocbee、blip2、clip、coca、eva02、evaclip、InternLM-XComposer2、Internvl2、llava、minigpt4、minimonkey、qwen2_vl、qwen_vl、visualglm

2. 支持快速上手体验模型
> * 多模态理解：aira、CogVLM&&CogAgent、deepseek_vl2、GOT_OCR_2_0、imagebind、llava_critic、llava_denseconnector、llava_next、llava_onevision、minicpm-v-2_6、mPLUG_Owl3
> * 多模态理解与生成模型：emu3、janus、showo
> * 开放世界视觉模型：Grouding DINO、YOLO-World、SAM、SAM2
> * 音频生成: audioldm2、diffsinger


| Model | Model Size | Template |
|-------------------------------------------------| -------------------------------- | ----------------- |
| [YOLO-World](./YOLO-World/) | 640M/800M/1280M | yolo_world |
| [aira](./aria/) | 24.9B | aira |
| [audioldm2](./audioldm2/) | 346M/712M | audioldm2 |
| [blip2](./blip2/) | 7B | blip2 |
| [clip](./clip) | 2539.57M/1366.68M/986.71M/986.11M/427.62M/149.62M/151.28M | clip |
| [coca](./coca/) | 253.56M/638.45M/253.56M/638.45M | coca |
| [deepseek_vl2](./deepseek_vl2/) | 3B/16B/27B | deepseek_vl2 |
| [diffsinger](./diffsinger/) | 80M | diffsinger |
| [CogVLM && CogAgent](./cogvlm/) | 17B | cogvlm_cogagent |
| [emu3](./emu3/) | 8B | emu3 |
| [eva02](./eva02/) | 6M/22M/86M/304M | eva02 |
| [evaclip](./evaclip/) | 1.1B/1.3B/149M/428M/4.7B/5.0B | evaclip |
| [groundingdino](./groundingdino/) | 172M/341M | groundingdino |
| [GOT_OCR_2_0](./GOT_OCR_2_0/) | 0.6B | GOT_OCR_2_0 |
| [imagebind](./imagebind/) | 1.2B | imagebind |
| [InternLM-XComposer2](./internlm_xcomposer2/) | 7B | internlm_xcomposer2 |
| [Internvl2](./internvl2/) | 1B/2B/8B/26B/40B | internvl2 |
Expand All @@ -27,43 +42,11 @@ paddlemix `examples` 目录下提供模型的一站式体验，包括模型推
| [minicpm-v-2_6](./minicpm_v_2_6/) | 8B | minicpm_v_2_6 |
| [minigpt4](./minigpt4/) | 7B/13B | minigpt4 |
| [minimonkey](./minimonkey/) | 2B | minimonkey |
| [mPLUG_Owl3](./mPLUG_Owl3/) | 7B | mPLUG_Owl3 |
| [ppdocbee](./ppdocbee/) | 2B/7B | ppdocbee |
| [qwen2_vl](./qwen2_vl/) | 2B/7B/72B | qwen2_vl |
| [qwen_vl](./qwen_vl/) | 7B | qwen_vl |
| [sam](./sam/) | 86M/307M/632M | sam |
| [visualglm](./visualglm/) | 6B | visualglm |


## 模型能力矩阵

| Model | Inference | Pretrain | SFT | LoRA | Deploy | NPU Training |
|-------------------------------------------------| --------- | -------- | --- | ---- | ------ | ------------ |
| [YOLO-World](./YOLO-World/) | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| [audioldm2](./audioldm2/) | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| [blip2](./blip2/) | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ |
| [clip](./clip) | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ |
| [coca](./coca/) | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ |
| [CogVLM && CogAgent](./cogvlm/) | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| [eva02](./eva02/) | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ |
| [evaclip](./evaclip/) | ✅ | ✅ | ❌ | ❌ | ❌ | ❌ |
| [groundingdino](./groundingdino/) | ✅ | ❌ | 🚧 | ❌ | ✅ | ❌ |
| [imagebind](./imagebind/) | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| [InternLM-XComposer2](./internlm_xcomposer2/) | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ |
| [Internvl2](./internvl2/) | ✅ | ❌ | ✅ | ❌ | ❌ | ✅ |
| [janus](./janus/) | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| [llava](./llava/) | ✅ | ✅ | ✅ | ✅ | 🚧 | ✅ |
| [llava_critic](./llava_critic/) | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| [llava_denseconnector](./llava_denseconnector/) | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| [llava_next](./llava_next_interleave/) | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| [llava_onevision](./llava_onevision/) | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| [minicpm-v-2_6](./minicpm_v_2_6/) | ✅ | ❌ | ❌ | ❌ | ❌ | ❌ |
| [minigpt4](./minigpt4/) | ✅ | ✅ | ✅ | ❌ | ✅ | ❌ |
| [minimonkey](./minimonkey/) | ✅ | ❌ | ✅ | ❌ | ❌ | ❌ |
| [qwen2_vl](./qwen2_vl/) | ✅ | ❌ | ✅ | 🚧 | ❌ | ❌ |
| [qwen_vl](./qwen_vl/) | ✅ | ❌ | ✅ | ✅ | ✅ | ❌ |
| [sam](./sam/) | ✅ | ❌ | ❌ | ❌ | ✅ | ❌ |
| [visualglm](./visualglm/) | ✅ | ❌ | ✅ | ✅ | ❌ | ❌ |


>* ✅: Supported
>* 🚧: In Progress
>* ❌: Not Supported
| [sam2](./sam2/) | 224M | sam2 |
| [showo](./showo/) | 1.3B | showo |
| [visualglm](./visualglm/) | 6B | visualglm |