Add diffusers format weights (#3)

- Add diffusers format weights (5d4717a3dc82fa40a286f48bb71f1ead5c517800)
- update readme with diffusers goodies (97a16425ff5c88f218d76851f32820e703ea813d)
- Update README.md (9ae394376d269f108989e648378f3ee54cfe7d7b)
- Upload folder using huggingface_hub (f2a94b28d7167624c443a40aaa0334351bd62c02)
- update scheduler (fe1bfe0b434c9a621a4d4ddad4f57204dcf55d23)

Co-authored-by: Dhruv Nair <dn6@users.noreply.huggingface.co>
Co-authored-by: Apolinário from multimodal AI art <multimodalart@users.noreply.huggingface.co>

vae/config.json

@@ -0,0 +1,38 @@
+{
+  "_class_name": "AutoencoderKL",
+  "_diffusers_version": "0.30.0.dev0",
+  "_name_or_path": "../checkpoints/flux-dev",
+  "act_fn": "silu",
+  "block_out_channels": [
+    128,
+    256,
+    512,
+    512
+  ],
+  "down_block_types": [
+    "DownEncoderBlock2D",
+    "DownEncoderBlock2D",
+    "DownEncoderBlock2D",
+    "DownEncoderBlock2D"
+  ],
+  "force_upcast": true,
+  "in_channels": 3,
+  "latent_channels": 16,
+  "latents_mean": null,
+  "latents_std": null,
+  "layers_per_block": 2,
+  "mid_block_add_attention": true,
+  "norm_num_groups": 32,
+  "out_channels": 3,
+  "sample_size": 1024,
+  "scaling_factor": 0.3611,
+  "shift_factor": 0.1159,
+  "up_block_types": [
+    "UpDecoderBlock2D",
+    "UpDecoderBlock2D",
+    "UpDecoderBlock2D",
+    "UpDecoderBlock2D"
+  ],
+  "use_post_quant_conv": false,
+  "use_quant_conv": false
+}