init

README.md

@@ -11,3 +11,6 @@ short_description: This is my space, i want to make more ..
 ---
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+# Grammar Corrector using grammarly/coedit-xl
+This is a FastAPI app deployed on Hugging Face Spaces using the `grammarly/coedit-xl` model to fix English grammar issues.

app.py

@@ -0,0 +1,22 @@
+from fastapi import FastAPI, Request
+from pydantic import BaseModel
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+import torch
+
+app = FastAPI()
+
+# Load model + tokenizer
+model_name = "grammarly/coedit-xl"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
+
+class InputText(BaseModel):
+    text: str
+
+@app.post("/correct")
+async def correct_text(data: InputText):
+    input_text = data.text
+    inputs = tokenizer(input_text, return_tensors="pt")
+    outputs = model.generate(**inputs, max_new_tokens=256)
+    result = tokenizer.decode(outputs[0], skip_special_tokens=True)
+    return {"corrected": result}

requirements.txt

@@ -0,0 +1,5 @@
+transformers
+torch
+fastapi
+uvicorn
+pydantic