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feat: Add image diffusion models to the README #47

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Sep 12, 2023
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feat: Add image diffusion models to the README #47

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feat: add image diffusion models to readme
harubaru Sep 12, 2023
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refactor: correct spacing
harubaru Sep 12, 2023
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26 changes: 26 additions & 0 deletions README.md
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Expand Up @@ -269,6 +269,32 @@ The below table shows the available models and their S3 URIs.
| [Salesforce/codegen-16B-multi](https://huggingface.co/Salesforce/codegen-16B-multi) | `fp32` | `s3://tensorized/Salesforce/codegen-16B-multi/model.tensors` |
| [Salesforce/codegen-16B-multi](https://huggingface.co/Salesforce/codegen-16B-multi) | `fp16` | `s3://tensorized/Salesforce/codegen-16B-multi/fp16/model.tensors` |

### Generative Diffusion Models

| Model | Component | Precision | S3 URI |
|-------------------------------------------------------------------------------------------------------------|--------------|-----------|----------------------------------------------------------------------------------------|
| [RunwayML/stable-diffusion-v1-5](https://huggingface.co/runwayml/stable-diffusion-v1-5) | `VAE` | `fp32` | `s3://tensorized/runwayml/stable-diffusion-v1-5/vae.tensors` |
| [RunwayML/stable-diffusion-v1-5](https://huggingface.co/runwayml/stable-diffusion-v1-5) | `UNet` | `fp32` | `s3://tensorized/runwayml/stable-diffusion-v1-5/unet.tensors` |
| [RunwayML/stable-diffusion-v1-5](https://huggingface.co/runwayml/stable-diffusion-v1-5) | `TextEnc` | `fp32` | `s3://tensorized/runwayml/stable-diffusion-v1-5/text_encoder.tensors` |
| [RunwayML/stable-diffusion-v1-5](https://huggingface.co/runwayml/stable-diffusion-v1-5) | `VAE` | `fp16` | `s3://tensorized/runwayml/stable-diffusion-v1-5/fp16/vae.tensors` |
| [RunwayML/stable-diffusion-v1-5](https://huggingface.co/runwayml/stable-diffusion-v1-5) | `UNet` | `fp16` | `s3://tensorized/runwayml/stable-diffusion-v1-5/fp16/unet.tensors` |
| [RunwayML/stable-diffusion-v1-5](https://huggingface.co/runwayml/stable-diffusion-v1-5) | `TextEnc` | `fp16` | `s3://tensorized/runwayml/stable-diffusion-v1-5/fp16/text_encoder.tensors` |
| [StabilityAI/stable-diffusion-2-1](https://huggingface.co/stabilityai/stable-diffusion-2-1) | `VAE` | `fp32` | `s3://tensorized/stabilityai/stable-diffusion-2-1/vae.tensors` |
| [StabilityAI/stable-diffusion-2-1](https://huggingface.co/stabilityai/stable-diffusion-2-1) | `UNet` | `fp32` | `s3://tensorized/stabilityai/stable-diffusion-2-1/unet.tensors` |
| [StabilityAI/stable-diffusion-2-1](https://huggingface.co/stabilityai/stable-diffusion-2-1) | `TextEnc` | `fp32` | `s3://tensorized/stabilityai/stable-diffusion-2-1/text_encoder.tensors` |
| [StabilityAI/stable-diffusion-2-1](https://huggingface.co/stabilityai/stable-diffusion-2-1) | `VAE` | `fp16` | `s3://tensorized/stabilityai/stable-diffusion-2-1/fp16/vae.tensors` |
| [StabilityAI/stable-diffusion-2-1](https://huggingface.co/stabilityai/stable-diffusion-2-1) | `UNet` | `fp16` | `s3://tensorized/stabilityai/stable-diffusion-2-1/fp16/unet.tensors` |
| [StabilityAI/stable-diffusion-2-1](https://huggingface.co/stabilityai/stable-diffusion-2-1) | `TextEnc` | `fp16` | `s3://tensorized/stabilityai/stable-diffusion-2-1/fp16/text_encoder.tensors` |
| [StabilityAI/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) | `VAE` | `fp32` | `s3://tensorized/stabilityai/stable-diffusion-xl-base-1.0/vae.tensors` |
| [StabilityAI/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) | `UNet` | `fp32` | `s3://tensorized/stabilityai/stable-diffusion-xl-base-1.0/unet.tensors` |
| [StabilityAI/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) | `TextEnc` | `fp32` | `s3://tensorized/stabilityai/stable-diffusion-xl-base-1.0/text_encoder.tensors` |
| [StabilityAI/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) | `TextEnc2` | `fp32` | `s3://tensorized/stabilityai/stable-diffusion-xl-base-1.0/text_encoder_2.tensors` |
| [StabilityAI/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) | `VAE` | `fp16` | `s3://tensorized/stabilityai/stable-diffusion-xl-base-1.0/fp16/vae.tensors` |
| [StabilityAI/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) | `UNet` | `fp16` | `s3://tensorized/stabilityai/stable-diffusion-xl-base-1.0/fp16/unet.tensors` |
| [StabilityAI/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) | `TextEnc` | `fp16` | `s3://tensorized/stabilityai/stable-diffusion-xl-base-1.0/fp16/text_encoder.tensors` |
| [StabilityAI/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) | `TextEnc2` | `fp16` | `s3://tensorized/stabilityai/stable-diffusion-xl-base-1.0/fp16/text_encoder_2.tensors` |


## S3 Usage Notes
`tensorizer` uses the `boto3` library to interact with S3. The easiest way
to use `tensorizer` with S3 is to configure your S3 credentials in
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