comm

Makefile

@@ -0,0 +1,27 @@
+install:
+	pip install --upgrade pip &&\
+		pip install -r requirements.txt
+
+test:
+	python -m pytest -vvv --cov=hello --cov=greeting \
+		--cov=smath --cov=web tests
+	python -m pytest --nbval notebook.ipynb	#tests our jupyter notebook
+	#python -m pytest -v tests/test_web.py #if you just want to test web
+
+debug:
+	python -m pytest -vv --pdb	#Debugger is invoked
+
+one-test:
+	python -m pytest -vv tests/test_greeting.py::test_my_name4
+
+debugthree:
+	#not working the way I expect
+	python -m pytest -vv --pdb --maxfail=4  # drop to PDB for first three failures
+
+format:
+	black *.py
+
+lint:
+	pylint --disable=R,C *.py
+
+all: install lint test format

README.md

@@ -1 +1,23 @@
-# git-2-HF
+---
+title: Git 2 HF
+emoji: 🌖
+colorFrom: pink
+colorTo: purple
+sdk: gradio
+sdk_version: 4.14.0
+app_file: app.py
+pinned: false
+license: cc
+---
+
+[![Sync to Hugging Face hub](https://github.com/metatatt/hugging-face/actions/workflows/main.yml/badge.svg)](https://github.com/metatatt/hugging-face/actions/workflows/main.yml)
+
+[Try Demo Text Summarization Here](https://huggingface.co/spaces/noahgift/demo)
+
+
+![mlops-hugging-face](https://user-images.githubusercontent.com/58792/170845235-7f00d61c-ea36-4d28-82d0-3a9b8c0f1769.png)
+
+
+## References
+
+[Watch YouTube Walkthrough](https://youtu.be/VYSGjUa5sc4)

app.py

@@ -0,0 +1,16 @@
+from transformers import pipeline
+import gradio as gr
+
+
+model = pipeline(
+    "summarization",
+)
+
+def predict(prompt):
+    summary = model(prompt)[0]["summary_text"]
+    return summary
+
+
+# create an interface for the model
+with gr.Interface(predict, "textbox", "text") as interface:
+    interface.launch()

requirements.txt

@@ -0,0 +1,3 @@
+gradio
+transformers
+tensorflow