Update README.md

README.md

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+
+
 ---
 license: mit
+library_name: transformers
 pipeline_tag: text-to-image
+tags: [text-to-image, transformer, custom_code, ezfgraphic]
 ---
 
-An Example of EasyFormer Graphic by X_BFDI
+# EZFGraphic
+
+Text-to-image Transformer. 128×128 from text.
+
+## Usage
+
+```python
+import torch
+from PIL import Image
+from transformers import AutoModel
+from huggingface_hub import hf_hub_download
+from tokenizers import Tokenizer
+
+model = AutoModel.from_pretrained("OpenRussianAI/ezfgraphic", trust_remote_code=True).eval()
+tok = Tokenizer.from_file(hf_hub_download("OpenRussianAI/ezfgraphic", "tokenizer.json"))
+
+def generate(text, ctx=32):
+    ids = tok.encode(text).ids[:ctx]
+    ids = ids + [0] * (ctx - len(ids))
+    with torch.no_grad():
+        pixels = model(torch.tensor([ids]))
+    return (pixels[0] * 0.5 + 0.5).clamp(0, 1)
+
+img = generate("нарисуй красный круг на тёмном фоне")
+img_np = (img.permute(1, 2, 0).numpy() * 255).astype("uint8")
+Image.fromarray(img_np).save("output.png")
+```
+
+MIT