Initial commit: Dockerized SVM classifier with FastAPI and Gradio UI.

READMe.md

@@ -4,7 +4,7 @@ sdk: docker
 app_port: 7860
 colorFrom: red
 colorTo: indigo
-description: Low-latency STOP/NOT_STOP text classification using Linear SVM deployed with FastAPI and Docker.
+description: STOP/NOT_STOP text classification using Linear SVM deployed with FastAPI and Docker.
 ---
 
 # STOP Classifier API

app.py

@@ -5,7 +5,7 @@ from fastapi import FastAPI, HTTPException
 from pydantic import BaseModel, Field
 from typing import List
 
-CHECKPOINT_DIR = "checkpoint"
+CHECKPOINT_DIR = "checkpoints"
 TFIDF_PATH = os.path.join(CHECKPOINT_DIR, "tfidf_vectorizer.pkl")
 SVM_PATH = os.path.join(CHECKPOINT_DIR, "svm_stop_classifier.pkl")
 

checkpoints/._svm_stop_classifier.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16808147eb96ad4e6f1466d8438da1fb909313e236b918fa4cce15d074c8aa23
+size 4096

checkpoints/._tfidf_vectorizer.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:945490cf6a44290ced44147986c07af696aefb18af7a378a3d13af04ffea0532
+size 4096

checkpoints/svm_stop_classifier.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd4c744f7b8886d8ab176b92a11660b877a8790318f54d35c2feba1deace0977
+size 28891

checkpoints/tfidf_vectorizer.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9d0ec1f05ab16b347a8f8fa21f18889c9ceed65af63f25b284bdf3d95860260
+size 36340