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regisss merged 1 commit into from
Feb 20, 2024
Merged

update README, add PPO support #721

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7 changes: 4 additions & 3 deletions README.md
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Expand Up @@ -197,7 +197,7 @@ The following model architectures, tasks and device distributions have been vali
<div align="center">

| Architecture | Training | Inference | Tasks |
|------------------|:--------:|:--------------------:|:-----:|
|------------------|:--------:|:--------------------:|:------|
| Stable Diffusion | | <li>Single card</li> | <li>[text-to-image generation](https://github.com/huggingface/optimum-habana/tree/main/examples/stable-diffusion)</li> |
| LDM3D | | <li>Single card</li> | <li>[text-to-image generation](https://github.com/huggingface/optimum-habana/tree/main/examples/stable-diffusion)</li> |

Expand All @@ -208,8 +208,9 @@ The following model architectures, tasks and device distributions have been vali
<div align="center">

| Architecture | Training | Inference | Tasks |
|------------------|:--------:|:--------------------:|:-----:|
| Llama 2 | <li>Multi card</li> | | <li>[DPO Pipeline](https://github.com/huggingface/optimum-habana/tree/main/examples/trl)</li> |
|------------------|:--------:|:--------------------:|:------|
| Llama 2 | :heavy_check_mark: | | <li>[DPO Pipeline](https://github.com/huggingface/optimum-habana/tree/main/examples/trl)</li> |
| Llama 2 | :heavy_check_mark: | | <li>[PPO Pipeline](https://github.com/huggingface/optimum-habana/tree/main/examples/trl)</li> |

</div>

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13 changes: 11 additions & 2 deletions docs/source/index.mdx
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Expand Up @@ -64,11 +64,20 @@ In the tables below, ✅ means single-card, multi-card and DeepSpeed have all be

- Diffusers

| Architecture | Training | Inference | <center>Tasks</center> |
|------------------|:--------:|:---------:|------------------------|
| Architecture | Training | Inference | Tasks |
|------------------|:--------:|:---------:|:------|
| Stable Diffusion | | <div style="text-align:left"><li>Single card</li></div> | <li>[text-to-image generation](https://github.com/huggingface/optimum-habana/tree/main/examples/stable-diffusion)</li> |
| LDM3D | | <div style="text-align:left"><li>Single card</li></div> | <li>[text-to-image generation](https://github.com/huggingface/optimum-habana/tree/main/examples/stable-diffusion)</li> |


- TRL:

| Architecture | Training | Inference | Tasks |
|------------------|:--------:|:--------------------:|:------|
| Llama 2 | ✅ | | <li>[DPO Pipeline](https://github.com/huggingface/optimum-habana/tree/main/examples/trl)</li> |
| Llama 2 | ✅ | | <li>[PPO Pipeline](https://github.com/huggingface/optimum-habana/tree/main/examples/trl)</li> |


Other models and tasks supported by the 🤗 Transformers and 🤗 Diffusers library may also work.
You can refer to this [section](https://github.com/huggingface/optimum-habana#how-to-use-it) for using them with 🤗 Optimum Habana.
Besides, [this page](https://github.com/huggingface/optimum-habana/tree/main/examples) explains how to modify any [example](https://github.com/huggingface/transformers/tree/main/examples/pytorch) from the 🤗 Transformers library to make it work with 🤗 Optimum Habana.
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