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_2/config.json

@@ -0,0 +1,32 @@
+{
+  "_name_or_path": "google/t5-v1_1-xxl",
+  "architectures": [
+    "T5EncoderModel"
+  ],
+  "classifier_dropout": 0.0,
+  "d_ff": 10240,
+  "d_kv": 64,
+  "d_model": 4096,
+  "decoder_start_token_id": 0,
+  "dense_act_fn": "gelu_new",
+  "dropout_rate": 0.1,
+  "eos_token_id": 1,
+  "feed_forward_proj": "gated-gelu",
+  "initializer_factor": 1.0,
+  "is_encoder_decoder": true,
+  "is_gated_act": true,
+  "layer_norm_epsilon": 1e-06,
+  "model_type": "t5",
+  "num_decoder_layers": 24,
+  "num_heads": 64,
+  "num_layers": 24,
+  "output_past": true,
+  "pad_token_id": 0,
+  "relative_attention_max_distance": 128,
+  "relative_attention_num_buckets": 32,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.43.3",
+  "use_cache": true,
+  "vocab_size": 32128
+}