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>

text_encoder/config.json

@@ -0,0 +1,25 @@
+{
+  "_name_or_path": "openai/clip-vit-large-patch14",
+  "architectures": [
+    "CLIPTextModel"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 0,
+  "dropout": 0.0,
+  "eos_token_id": 2,
+  "hidden_act": "quick_gelu",
+  "hidden_size": 768,
+  "initializer_factor": 1.0,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 77,
+  "model_type": "clip_text_model",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 1,
+  "projection_dim": 768,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.43.3",
+  "vocab_size": 49408
+}