diff --git a/index.test.ts b/index.test.ts
index 2645ca4..c4d7e06 100644
--- a/index.test.ts
+++ b/index.test.ts
@@ -1,11 +1,5 @@
 import { expect, jest, test } from "@jest/globals";
-import Replicate, {
-  ApiError,
-  Model,
-  Prediction,
-  validateWebhook,
-  parseProgressFromLogs,
-} from "replicate";
+import Replicate, { ApiError, Model, Prediction, validateWebhook, parseProgressFromLogs } from "replicate";
 import nock from "nock";
 import { Readable } from "node:stream";
 import { createReadableStream } from "./lib/stream";
@@ -42,8 +36,7 @@ const fileTestCases = [
 
 describe("Replicate client", () => {
   let unmatched: any[] = [];
-  const handleNoMatch = (req: unknown, options: any, body: string) =>
-    unmatched.push({ req, options, body });
+  const handleNoMatch = (req: unknown, options: any, body: string) => unmatched.push({ req, options, body });
 
   beforeEach(() => {
     client = new Replicate({ auth: "test-token" });
@@ -123,8 +116,7 @@ describe("Replicate client", () => {
             {
               name: "Super resolution",
               slug: "super-resolution",
-              description:
-                "Upscaling models that create high-quality images from low-quality images.",
+              description: "Upscaling models that create high-quality images from low-quality images.",
             },
             {
               name: "Image classification",
@@ -147,8 +139,7 @@ describe("Replicate client", () => {
       nock(BASE_URL).get("/collections/super-resolution").reply(200, {
         name: "Super resolution",
         slug: "super-resolution",
-        description:
-          "Upscaling models that create high-quality images from low-quality images.",
+        description: "Upscaling models that create high-quality images from low-quality images.",
         models: [],
       });
 
@@ -188,9 +179,7 @@ describe("Replicate client", () => {
           results: [{ url: "https://replicate.com/some-user/model-1" }],
           next: "https://api.replicate.com/v1/models?cursor=cD0yMDIyLTAxLTIxKzIzJTNBMTglM0EyNC41MzAzNTclMkIwMCUzQTAw",
         })
-        .get(
-          "/models?cursor=cD0yMDIyLTAxLTIxKzIzJTNBMTglM0EyNC41MzAzNTclMkIwMCUzQTAw"
-        )
+        .get("/models?cursor=cD0yMDIyLTAxLTIxKzIzJTNBMTglM0EyNC41MzAzNTclMkIwMCUzQTAw")
         .reply(200, {
           results: [{ url: "https://replicate.com/some-user/model-2" }],
           next: null,
@@ -248,12 +237,10 @@ describe("Replicate client", () => {
       expectedResponse: {
         id: "ufawqhfynnddngldkgtslldrkq",
         model: "replicate/hello-world",
-        version:
-          "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
+        version: "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
         urls: {
           get: "https://api.replicate.com/v1/predictions/ufawqhfynnddngldkgtslldrkq",
-          cancel:
-            "https://api.replicate.com/v1/predictions/ufawqhfynnddngldkgtslldrkq/cancel",
+          cancel: "https://api.replicate.com/v1/predictions/ufawqhfynnddngldkgtslldrkq/cancel",
         },
         input: testCase.input,
         created_at: "2022-04-26T22:13:06.224088Z",
@@ -263,79 +250,64 @@ describe("Replicate client", () => {
       },
     }));
 
-    test.each(predictionTestCases)(
-      "$description",
-      async ({ input, expectedResponse }) => {
-        nock(BASE_URL)
-          .post("/predictions", {
-            version:
-              "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
-            input: input as Record<string, any>,
-            webhook: "http://test.host/webhook",
-            webhook_events_filter: ["output", "completed"],
-          })
-          .reply(200, expectedResponse);
-
-        const response = await client.predictions.create({
-          version:
-            "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
+    test.each(predictionTestCases)("$description", async ({ input, expectedResponse }) => {
+      nock(BASE_URL)
+        .post("/predictions", {
+          version: "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
           input: input as Record<string, any>,
           webhook: "http://test.host/webhook",
           webhook_events_filter: ["output", "completed"],
-        });
+        })
+        .reply(200, expectedResponse);
 
-        expect(response.input).toEqual(input);
-        expect(response.status).toBe(expectedResponse.status);
-      }
-    );
+      const response = await client.predictions.create({
+        version: "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
+        input: input as Record<string, any>,
+        webhook: "http://test.host/webhook",
+        webhook_events_filter: ["output", "completed"],
+      });
 
-    test.each(fileTestCases)(
-      "converts a $type input into a Replicate file URL",
-      async ({ value: data, type }) => {
-        const mockedFetch = jest.spyOn(client, "fetch");
+      expect(response.input).toEqual(input);
+      expect(response.status).toBe(expectedResponse.status);
+    });
 
-        nock(BASE_URL)
-          .post("/files")
-          .reply(201, {
-            urls: {
-              get: "https://replicate.com/api/files/123",
-            },
-          })
-          .post(
-            "/predictions",
-            (body) => body.input.data === "https://replicate.com/api/files/123"
-          )
-          .reply(201, (_uri: string, body: Record<string, any>) => {
-            return body;
-          });
+    test.each(fileTestCases)("converts a $type input into a Replicate file URL", async ({ value: data, type }) => {
+      const mockedFetch = jest.spyOn(client, "fetch");
 
-        const prediction = await client.predictions.create({
-          version:
-            "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
-          input: {
-            prompt: "Tell me a story",
-            data,
+      nock(BASE_URL)
+        .post("/files")
+        .reply(201, {
+          urls: {
+            get: "https://replicate.com/api/files/123",
           },
+        })
+        .post("/predictions", (body) => body.input.data === "https://replicate.com/api/files/123")
+        .reply(201, (_uri: string, body: Record<string, any>) => {
+          return body;
         });
 
-        expect(client.fetch).toHaveBeenCalledWith(
-          new URL("https://api.replicate.com/v1/files"),
-          {
-            method: "POST",
-            body: expect.any(FormData),
-            headers: expect.any(Object),
-          }
-        );
-        const form = mockedFetch.mock.calls[0][1]?.body as FormData;
-        // @ts-ignore
-        expect(form?.get("content")?.name).toMatch(new RegExp(`^${type}_`));
-
-        expect(prediction.input).toEqual({
+      const prediction = await client.predictions.create({
+        version: "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
+        input: {
           prompt: "Tell me a story",
-          data: "https://replicate.com/api/files/123",
-        });
-      }
-    );
+          data,
+        },
+      });
+
+      expect(client.fetch).toHaveBeenCalledWith(new URL("https://api.replicate.com/v1/files"), {
+        method: "POST",
+        body: expect.any(FormData),
+        headers: expect.any(Object),
+      });
+      const form = mockedFetch.mock.calls[0][1]?.body as FormData;
+      // @ts-ignore
+      expect(form?.get("content")?.name).toMatch(new RegExp(`^${type}_`));
+
+      expect(prediction.input).toEqual({
+        prompt: "Tell me a story",
+        data: "https://replicate.com/api/files/123",
+      });
+    });
 
     test.each(fileTestCases)(
       "converts a $type input into a base64 encoded string",
@@ -351,8 +323,7 @@ describe("Replicate client", () => {
           });
 
         await client.predictions.create({
-          version:
-            "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
+          version: "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
           input: {
             prompt: "Tell me a story",
             data,
@@ -361,7 +332,38 @@ describe("Replicate client", () => {
         });
 
         expect(actual?.input.data).toEqual(expected);
-      }
+      },
+    );
+
+    test.each(fileTestCases)(
+      "raises an error when the file upload fails with 4xx error for a $type input",
+      async ({ value: data, expected }) => {
+        let actual: Record<string, any> | undefined;
+        nock(BASE_URL)
+          .post("/files")
+          .reply(401, "Unauthorized")
+          .post("/predictions")
+          .reply(201, (_uri: string, body: Record<string, any>) => {
+            actual = body;
+            return body;
+          });
+
+        await expect(async () => {
+          await client.predictions.create({
+            version: "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
+            input: {
+              prompt: "Tell me a story",
+              data,
+            },
+            stream: true,
+          });
+        }).rejects.toThrowError(
+          expect.objectContaining({
+            name: "ApiError",
+            message: expect.stringContaining("401"),
+          }),
+        );
+      },
     );
 
     test("Passes stream parameter to API endpoint", async () => {
@@ -373,8 +375,7 @@ describe("Replicate client", () => {
         });
 
       await client.predictions.create({
-        version:
-          "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
+        version: "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
         input: {
           prompt: "Tell me a story",
         },
@@ -385,8 +386,7 @@ describe("Replicate client", () => {
     test("Throws an error if webhook URL is invalid", async () => {
       await expect(async () => {
         await client.predictions.create({
-          version:
-            "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
+          version: "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
           input: {
             text: "Alice",
           },
@@ -402,15 +402,14 @@ describe("Replicate client", () => {
           status: 400,
           detail: "Invalid input",
         },
-        { "Content-Type": "application/json" }
+        { "Content-Type": "application/json" },
       );
 
       try {
         expect.hasAssertions();
 
         await client.predictions.create({
-          version:
-            "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
+          version: "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
           input: {
             text: null,
           },
@@ -429,15 +428,14 @@ describe("Replicate client", () => {
           {
             detail: "Too many requests",
           },
-          { "Content-Type": "application/json", "Retry-After": "1" }
+          { "Content-Type": "application/json", "Retry-After": "1" },
         )
         .post("/predictions")
         .reply(201, {
           id: "ufawqhfynnddngldkgtslldrkq",
         });
       const prediction = await client.predictions.create({
-        version:
-          "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
+        version: "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
         input: {
           text: "Alice",
         },
@@ -451,19 +449,18 @@ describe("Replicate client", () => {
         {
           detail: "Internal server error",
         },
-        { "Content-Type": "application/json" }
+        { "Content-Type": "application/json" },
       );
 
       await expect(
         client.predictions.create({
-          version:
-            "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
+          version: "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
           input: {
             text: "Alice",
           },
-        })
+        }),
       ).rejects.toThrow(
-        `Request to https://api.replicate.com/v1/predictions failed with status 500 Internal Server Error: {"detail":"Internal server error"}.`
+        `Request to https://api.replicate.com/v1/predictions failed with status 500 Internal Server Error: {"detail":"Internal server error"}.`,
       );
     });
   });
@@ -475,12 +472,10 @@ describe("Replicate client", () => {
         .reply(200, {
           id: "rrr4z55ocneqzikepnug6xezpe",
           model: "stability-ai/stable-diffusion",
-          version:
-            "be04660a5b93ef2aff61e3668dedb4cbeb14941e62a3fd5998364a32d613e35e",
+          version: "be04660a5b93ef2aff61e3668dedb4cbeb14941e62a3fd5998364a32d613e35e",
           urls: {
             get: "https://api.replicate.com/v1/predictions/rrr4z55ocneqzikepnug6xezpe",
-            cancel:
-              "https://api.replicate.com/v1/predictions/rrr4z55ocneqzikepnug6xezpe/cancel",
+            cancel: "https://api.replicate.com/v1/predictions/rrr4z55ocneqzikepnug6xezpe/cancel",
           },
           created_at: "2022-09-13T22:54:18.578761Z",
           started_at: "2022-09-13T22:54:19.438525Z",
@@ -499,9 +494,7 @@ describe("Replicate client", () => {
             predict_time: 4.484541,
           },
         });
-      const prediction = await client.predictions.get(
-        "rrr4z55ocneqzikepnug6xezpe"
-      );
+      const prediction = await client.predictions.get("rrr4z55ocneqzikepnug6xezpe");
       expect(prediction.id).toBe("rrr4z55ocneqzikepnug6xezpe");
     });
 
@@ -513,16 +506,14 @@ describe("Replicate client", () => {
           {
             detail: "Too many requests",
           },
-          { "Content-Type": "application/json", "Retry-After": "1" }
+          { "Content-Type": "application/json", "Retry-After": "1" },
         )
         .get("/predictions/rrr4z55ocneqzikepnug6xezpe")
         .reply(200, {
           id: "rrr4z55ocneqzikepnug6xezpe",
         });
 
-      const prediction = await client.predictions.get(
-        "rrr4z55ocneqzikepnug6xezpe"
-      );
+      const prediction = await client.predictions.get("rrr4z55ocneqzikepnug6xezpe");
       expect(prediction.id).toBe("rrr4z55ocneqzikepnug6xezpe");
     });
 
@@ -534,16 +525,14 @@ describe("Replicate client", () => {
           {
             detail: "Internal server error",
           },
-          { "Content-Type": "application/json" }
+          { "Content-Type": "application/json" },
         )
         .get("/predictions/rrr4z55ocneqzikepnug6xezpe")
         .reply(200, {
           id: "rrr4z55ocneqzikepnug6xezpe",
         });
 
-      const prediction = await client.predictions.get(
-        "rrr4z55ocneqzikepnug6xezpe"
-      );
+      const prediction = await client.predictions.get("rrr4z55ocneqzikepnug6xezpe");
       expect(prediction.id).toBe("rrr4z55ocneqzikepnug6xezpe");
     });
   });
@@ -555,12 +544,10 @@ describe("Replicate client", () => {
         .reply(200, {
           id: "ufawqhfynnddngldkgtslldrkq",
           model: "replicate/hello-world",
-          version:
-            "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
+          version: "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
           urls: {
             get: "https://api.replicate.com/v1/predictions/ufawqhfynnddngldkgtslldrkq",
-            cancel:
-              "https://api.replicate.com/v1/predictions/ufawqhfynnddngldkgtslldrkq/cancel",
+            cancel: "https://api.replicate.com/v1/predictions/ufawqhfynnddngldkgtslldrkq/cancel",
           },
           created_at: "2022-04-26T22:13:06.224088Z",
           started_at: "2022-04-26T22:13:06.224088Z",
@@ -575,9 +562,7 @@ describe("Replicate client", () => {
           metrics: {},
         });
 
-      const prediction = await client.predictions.cancel(
-        "ufawqhfynnddngldkgtslldrkq"
-      );
+      const prediction = await client.predictions.cancel("ufawqhfynnddngldkgtslldrkq");
       expect(prediction.status).toBe("canceled");
     });
 
@@ -595,12 +580,10 @@ describe("Replicate client", () => {
             {
               id: "jpzd7hm5gfcapbfyt4mqytarku",
               model: "stability-ai/stable-diffusion",
-              version:
-                "b21cbe271e65c1718f2999b038c18b45e21e4fba961181fbfae9342fc53b9e05",
+              version: "b21cbe271e65c1718f2999b038c18b45e21e4fba961181fbfae9342fc53b9e05",
               urls: {
                 get: "https://api.replicate.com/v1/predictions/jpzd7hm5gfcapbfyt4mqytarku",
-                cancel:
-                  "https://api.replicate.com/v1/predictions/jpzd7hm5gfcapbfyt4mqytarku/cancel",
+                cancel: "https://api.replicate.com/v1/predictions/jpzd7hm5gfcapbfyt4mqytarku/cancel",
               },
               created_at: "2022-04-26T20:00:40.658234Z",
               started_at: "2022-04-26T20:00:84.583803Z",
@@ -623,9 +606,7 @@ describe("Replicate client", () => {
           results: [{ id: "ufawqhfynnddngldkgtslldrkq" }],
           next: "https://api.replicate.com/v1/predictions?cursor=cD0yMDIyLTAxLTIxKzIzJTNBMTglM0EyNC41MzAzNTclMkIwMCUzQTAw",
         })
-        .get(
-          "/predictions?cursor=cD0yMDIyLTAxLTIxKzIzJTNBMTglM0EyNC41MzAzNTclMkIwMCUzQTAw"
-        )
+        .get("/predictions?cursor=cD0yMDIyLTAxLTIxKzIzJTNBMTglM0EyNC41MzAzNTclMkIwMCUzQTAw")
         .reply(200, {
           results: [{ id: "rrr4z55ocneqzikepnug6xezpe" }],
           next: null,
@@ -635,10 +616,7 @@ describe("Replicate client", () => {
       for await (const batch of client.paginate(client.predictions.list)) {
         results.push(...batch);
       }
-      expect(results).toEqual([
-        { id: "ufawqhfynnddngldkgtslldrkq" },
-        { id: "rrr4z55ocneqzikepnug6xezpe" },
-      ]);
+      expect(results).toEqual([{ id: "ufawqhfynnddngldkgtslldrkq" }, { id: "rrr4z55ocneqzikepnug6xezpe" }]);
 
       // Add more tests for error handling, edge cases, etc.
     });
@@ -647,13 +625,10 @@ describe("Replicate client", () => {
   describe("trainings.create", () => {
     test("Calls the correct API route with the correct payload", async () => {
       nock(BASE_URL)
-        .post(
-          "/models/owner/model/versions/632231d0d49d34d5c4633bd838aee3d81d936e59a886fbf28524702003b4c532/trainings"
-        )
+        .post("/models/owner/model/versions/632231d0d49d34d5c4633bd838aee3d81d936e59a886fbf28524702003b4c532/trainings")
         .reply(200, {
           id: "zz4ibbonubfz7carwiefibzgga",
-          version:
-            "632231d0d49d34d5c4633bd838aee3d81d936e59a886fbf28524702003b4c532",
+          version: "632231d0d49d34d5c4633bd838aee3d81d936e59a886fbf28524702003b4c532",
           status: "starting",
           input: {
             text: "...",
@@ -675,25 +650,20 @@ describe("Replicate client", () => {
           input: {
             text: "...",
           },
-        }
+        },
       );
       expect(training.id).toBe("zz4ibbonubfz7carwiefibzgga");
     });
 
     test("Throws an error if webhook is not a valid URL", async () => {
       await expect(
-        client.trainings.create(
-          "owner",
-          "model",
-          "632231d0d49d34d5c4633bd838aee3d81d936e59a886fbf28524702003b4c532",
-          {
-            destination: "new_owner/new_model",
-            input: {
-              text: "...",
-            },
-            webhook: "invalid-url",
-          }
-        )
+        client.trainings.create("owner", "model", "632231d0d49d34d5c4633bd838aee3d81d936e59a886fbf28524702003b4c532", {
+          destination: "new_owner/new_model",
+          input: {
+            text: "...",
+          },
+          webhook: "invalid-url",
+        }),
       ).rejects.toThrow("Invalid webhook URL");
     });
 
@@ -753,9 +723,7 @@ describe("Replicate client", () => {
           completed_at: null,
         });
 
-      const training = await client.trainings.cancel(
-        "zz4ibbonubfz7carwiefibzgga"
-      );
+      const training = await client.trainings.cancel("zz4ibbonubfz7carwiefibzgga");
       expect(training.status).toBe("canceled");
     });
 
@@ -773,12 +741,10 @@ describe("Replicate client", () => {
             {
               id: "jpzd7hm5gfcapbfyt4mqytarku",
               model: "stability-ai/sdxl",
-              version:
-                "b21cbe271e65c1718f2999b038c18b45e21e4fba961181fbfae9342fc53b9e05",
+              version: "b21cbe271e65c1718f2999b038c18b45e21e4fba961181fbfae9342fc53b9e05",
               urls: {
                 get: "https://api.replicate.com/v1/trainings/jpzd7hm5gfcapbfyt4mqytarku",
-                cancel:
-                  "https://api.replicate.com/v1/trainings/jpzd7hm5gfcapbfyt4mqytarku/cancel",
+                cancel: "https://api.replicate.com/v1/trainings/jpzd7hm5gfcapbfyt4mqytarku/cancel",
               },
               created_at: "2022-04-26T20:00:40.658234Z",
               started_at: "2022-04-26T20:00:84.583803Z",
@@ -801,9 +767,7 @@ describe("Replicate client", () => {
           results: [{ id: "ufawqhfynnddngldkgtslldrkq" }],
           next: "https://api.replicate.com/v1/trainings?cursor=cD0yMDIyLTAxLTIxKzIzJTNBMTglM0EyNC41MzAzNTclMkIwMCUzQTAw",
         })
-        .get(
-          "/trainings?cursor=cD0yMDIyLTAxLTIxKzIzJTNBMTglM0EyNC41MzAzNTclMkIwMCUzQTAw"
-        )
+        .get("/trainings?cursor=cD0yMDIyLTAxLTIxKzIzJTNBMTglM0EyNC41MzAzNTclMkIwMCUzQTAw")
         .reply(200, {
           results: [{ id: "rrr4z55ocneqzikepnug6xezpe" }],
           next: null,
@@ -813,10 +777,7 @@ describe("Replicate client", () => {
       for await (const batch of client.paginate(client.trainings.list)) {
         results.push(...batch);
       }
-      expect(results).toEqual([
-        { id: "ufawqhfynnddngldkgtslldrkq" },
-        { id: "rrr4z55ocneqzikepnug6xezpe" },
-      ]);
+      expect(results).toEqual([{ id: "ufawqhfynnddngldkgtslldrkq" }, { id: "rrr4z55ocneqzikepnug6xezpe" }]);
 
       // Add more tests for error handling, edge cases, etc.
     });
@@ -829,12 +790,10 @@ describe("Replicate client", () => {
         .reply(200, {
           id: "mfrgcyzzme2wkmbwgzrgmntcg",
           model: "replicate/hello-world",
-          version:
-            "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
+          version: "5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
           urls: {
             get: "https://api.replicate.com/v1/predictions/ufawqhfynnddngldkgtslldrkq",
-            cancel:
-              "https://api.replicate.com/v1/predictions/ufawqhfynnddngldkgtslldrkq/cancel",
+            cancel: "https://api.replicate.com/v1/predictions/ufawqhfynnddngldkgtslldrkq/cancel",
           },
           created_at: "2022-09-10T09:44:22.165836Z",
           started_at: null,
@@ -848,17 +807,13 @@ describe("Replicate client", () => {
           logs: null,
           metrics: {},
         });
-      const prediction = await client.deployments.predictions.create(
-        "replicate",
-        "greeter",
-        {
-          input: {
-            text: "Alice",
-          },
-          webhook: "http://test.host/webhook",
-          webhook_events_filter: ["output", "completed"],
-        }
-      );
+      const prediction = await client.deployments.predictions.create("replicate", "greeter", {
+        input: {
+          text: "Alice",
+        },
+        webhook: "http://test.host/webhook",
+        webhook_events_filter: ["output", "completed"],
+      });
       expect(prediction.id).toBe("mfrgcyzzme2wkmbwgzrgmntcg");
     });
     // Add more tests for error handling, edge cases, etc.
@@ -874,8 +829,7 @@ describe("Replicate client", () => {
           current_release: {
             number: 1,
             model: "stability-ai/sdxl",
-            version:
-              "da77bc59ee60423279fd632efb4795ab731d9e3ca9705ef3341091fb989b7eaf",
+            version: "da77bc59ee60423279fd632efb4795ab731d9e3ca9705ef3341091fb989b7eaf",
             created_at: "2024-02-15T16:32:57.018467Z",
             created_by: {
               type: "organization",
@@ -891,10 +845,7 @@ describe("Replicate client", () => {
           },
         });
 
-      const deployment = await client.deployments.get(
-        "acme",
-        "my-app-image-generator"
-      );
+      const deployment = await client.deployments.get("acme", "my-app-image-generator");
 
       expect(deployment.owner).toBe("acme");
       expect(deployment.name).toBe("my-app-image-generator");
@@ -913,8 +864,7 @@ describe("Replicate client", () => {
           current_release: {
             number: 1,
             model: "stability-ai/sdxl",
-            version:
-              "da77bc59ee60423279fd632efb4795ab731d9e3ca9705ef3341091fb989b7eaf",
+            version: "da77bc59ee60423279fd632efb4795ab731d9e3ca9705ef3341091fb989b7eaf",
             created_at: "2024-02-15T16:32:57.018467Z",
             created_by: {
               type: "organization",
@@ -933,8 +883,7 @@ describe("Replicate client", () => {
       const deployment = await client.deployments.create({
         name: "my-app-image-generator",
         model: "stability-ai/sdxl",
-        version:
-          "da77bc59ee60423279fd632efb4795ab731d9e3ca9705ef3341091fb989b7eaf",
+        version: "da77bc59ee60423279fd632efb4795ab731d9e3ca9705ef3341091fb989b7eaf",
         hardware: "gpu-t4",
         min_instances: 1,
         max_instances: 5,
@@ -957,8 +906,7 @@ describe("Replicate client", () => {
           current_release: {
             number: 2,
             model: "stability-ai/sdxl",
-            version:
-              "632231d0d49d34d5c4633bd838aee3d81d936e59a886fbf28524702003b4c532",
+            version: "632231d0d49d34d5c4633bd838aee3d81d936e59a886fbf28524702003b4c532",
             created_at: "2024-02-16T08:14:22.345678Z",
             created_by: {
               type: "organization",
@@ -974,25 +922,18 @@ describe("Replicate client", () => {
           },
         });
 
-      const deployment = await client.deployments.update(
-        "acme",
-        "my-app-image-generator",
-        {
-          version:
-            "632231d0d49d34d5c4633bd838aee3d81d936e59a886fbf28524702003b4c532",
-          hardware: "gpu-a40-large",
-          min_instances: 3,
-          max_instances: 10,
-        }
-      );
+      const deployment = await client.deployments.update("acme", "my-app-image-generator", {
+        version: "632231d0d49d34d5c4633bd838aee3d81d936e59a886fbf28524702003b4c532",
+        hardware: "gpu-a40-large",
+        min_instances: 3,
+        max_instances: 10,
+      });
 
       expect(deployment.current_release.number).toBe(2);
       expect(deployment.current_release.version).toBe(
-        "632231d0d49d34d5c4633bd838aee3d81d936e59a886fbf28524702003b4c532"
-      );
-      expect(deployment.current_release.configuration.hardware).toBe(
-        "gpu-a40-large"
+        "632231d0d49d34d5c4633bd838aee3d81d936e59a886fbf28524702003b4c532",
       );
+      expect(deployment.current_release.configuration.hardware).toBe("gpu-a40-large");
       expect(deployment.current_release.configuration.min_instances).toBe(3);
       expect(deployment.current_release.configuration.max_instances).toBe(10);
     });
@@ -1001,14 +942,9 @@ describe("Replicate client", () => {
 
   describe("deployments.delete", () => {
     test("Calls the correct API route with the correct payload", async () => {
-      nock(BASE_URL)
-        .delete("/deployments/acme/my-app-image-generator")
-        .reply(204);
+      nock(BASE_URL).delete("/deployments/acme/my-app-image-generator").reply(204);
 
-      const success = await client.deployments.delete(
-        "acme",
-        "my-app-image-generator"
-      );
+      const success = await client.deployments.delete("acme", "my-app-image-generator");
       expect(success).toBe(true);
     });
   });
@@ -1054,8 +990,7 @@ describe("Replicate client", () => {
           status: "starting",
           created_at: "2023-11-27T13:35:45.99397566Z",
           urls: {
-            cancel:
-              "https://api.replicate.com/v1/predictions/heat2o3bzn3ahtr6bjfftvbaci/cancel",
+            cancel: "https://api.replicate.com/v1/predictions/heat2o3bzn3ahtr6bjfftvbaci/cancel",
             get: "https://api.replicate.com/v1/predictions/heat2o3bzn3ahtr6bjfftvbaci",
           },
         });
@@ -1265,7 +1200,7 @@ describe("Replicate client", () => {
         (prediction) => {
           const progress = parseProgressFromLogs(prediction);
           callback(prediction, progress);
-        }
+        },
       );
 
       expect(output).toBe("Goodbye!");
@@ -1277,7 +1212,7 @@ describe("Replicate client", () => {
           status: "starting",
           logs: null,
         },
-        null
+        null,
       );
 
       expect(callback).toHaveBeenNthCalledWith(
@@ -1291,7 +1226,7 @@ describe("Replicate client", () => {
           percentage: 0.4,
           current: 2,
           total: 5,
-        }
+        },
       );
 
       expect(callback).toHaveBeenNthCalledWith(
@@ -1305,7 +1240,7 @@ describe("Replicate client", () => {
           percentage: 0.8,
           current: 4,
           total: 5,
-        }
+        },
       );
 
       expect(callback).toHaveBeenNthCalledWith(
@@ -1320,7 +1255,7 @@ describe("Replicate client", () => {
           percentage: 1.0,
           current: 5,
           total: 5,
-        }
+        },
       );
 
       expect(callback).toHaveBeenCalledTimes(4);
@@ -1354,7 +1289,7 @@ describe("Replicate client", () => {
           input: { text: "Hello, world!" },
           wait: { interval: 1 },
         },
-        progress
+        progress,
       );
 
       expect(output).toBe("Goodbye!");
@@ -1397,9 +1332,7 @@ describe("Replicate client", () => {
           output: "foobar",
         });
 
-      await expect(
-        client.run("a/b-1.0:abc123", { input: { text: "Hello, world!" } })
-      ).resolves.not.toThrow();
+      await expect(client.run("a/b-1.0:abc123", { input: { text: "Hello, world!" } })).resolves.not.toThrow();
     });
 
     test("Throws an error for invalid identifiers", async () => {
@@ -1416,15 +1349,12 @@ describe("Replicate client", () => {
 
     test("Throws an error if webhook URL is invalid", async () => {
       await expect(async () => {
-        await client.run(
-          "owner/model:5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa",
-          {
-            input: {
-              text: "Alice",
-            },
-            webhook: "invalid-url",
-          }
-        );
+        await client.run("owner/model:5c7d5dc6dd8bf75c1acaa8565735e7986bc5b66206b55cca93cb72c9bf15ccaa", {
+          input: {
+            text: "Alice",
+          },
+          webhook: "invalid-url",
+        });
       }).rejects.toThrow("Invalid webhook URL");
     });
 
@@ -1463,7 +1393,7 @@ describe("Replicate client", () => {
           input: { text: "Hello, world!" },
           signal,
         },
-        onProgress
+        onProgress,
       );
 
       expect(body).toBeDefined();
@@ -1475,19 +1405,19 @@ describe("Replicate client", () => {
         1,
         expect.objectContaining({
           status: "processing",
-        })
+        }),
       );
       expect(onProgress).toHaveBeenNthCalledWith(
         2,
         expect.objectContaining({
           status: "processing",
-        })
+        }),
       );
       expect(onProgress).toHaveBeenNthCalledWith(
         3,
         expect.objectContaining({
           status: "canceled",
-        })
+        }),
       );
 
       scope.done();
@@ -1512,8 +1442,7 @@ describe("Replicate client", () => {
           "Content-Type": "application/json",
           "Webhook-ID": "msg_p5jXN8AQM9LWM0D4loKWxJek",
           "Webhook-Timestamp": "1614265330",
-          "Webhook-Signature":
-            "v1,g0hM9SsE+OTPJTGt/tmIKtSyZlE3uFJELVlNIOLJ1OE=",
+          "Webhook-Signature": "v1,g0hM9SsE+OTPJTGt/tmIKtSyZlE3uFJELVlNIOLJ1OE=",
         },
         body: `{"test": 2432232314}`,
       });
@@ -1556,7 +1485,7 @@ describe("Replicate client", () => {
         id: EVENT_2
         data: {}
 
-      `.replace(/^[ ]+/gm, "")
+      `.replace(/^[ ]+/gm, ""),
       );
 
       const iterator = stream[Symbol.asyncIterator]();
@@ -1587,7 +1516,7 @@ describe("Replicate client", () => {
         id: EVENT_3
         data: {}
 
-      `.replace(/^[ ]+/gm, "")
+      `.replace(/^[ ]+/gm, ""),
       );
 
       const iterator = stream[Symbol.asyncIterator]();
@@ -1621,7 +1550,7 @@ describe("Replicate client", () => {
         id: EVENT_2
         data: {}
 
-      `.replace(/^[ ]+/gm, "")
+      `.replace(/^[ ]+/gm, ""),
       );
 
       const iterator = stream[Symbol.asyncIterator]();
@@ -1653,7 +1582,7 @@ describe("Replicate client", () => {
         id: EVENT_2
         data: {}
 
-      `.replace(/^[ ]+/gm, "")
+      `.replace(/^[ ]+/gm, ""),
       );
 
       const iterator = stream[Symbol.asyncIterator]();
@@ -1774,7 +1703,7 @@ describe("Replicate client", () => {
         id: EVENT_1
         data: hello world
 
-      `.replace(/^[ ]+/gm, "")
+      `.replace(/^[ ]+/gm, ""),
       );
 
       const iterator = stream[Symbol.asyncIterator]();
@@ -1796,7 +1725,7 @@ describe("Replicate client", () => {
         id: EVENT_2
         data: An unexpected error occurred
 
-      `.replace(/^[ ]+/gm, "")
+      `.replace(/^[ ]+/gm, ""),
       );
 
       const iterator = stream[Symbol.asyncIterator]();
@@ -1804,9 +1733,7 @@ describe("Replicate client", () => {
         done: false,
         value: { event: "output", id: "EVENT_1", data: "hello world" },
       });
-      await expect(iterator.next()).rejects.toThrowError(
-        "An unexpected error occurred"
-      );
+      await expect(iterator.next()).rejects.toThrowError("An unexpected error occurred");
       expect(await iterator.next()).toEqual({ done: true });
     });
 
@@ -1814,7 +1741,7 @@ describe("Replicate client", () => {
       const stream = createStream("{}", 500);
       const iterator = stream[Symbol.asyncIterator]();
       await expect(iterator.next()).rejects.toThrowError(
-        "Request to https://stream.replicate.com/fake_stream failed with status 500"
+        "Request to https://stream.replicate.com/fake_stream failed with status 500",
       );
       expect(await iterator.next()).toEqual({ done: true });
     });
diff --git a/lib/util.js b/lib/util.js
index 3745d9f..b4483ae 100644
--- a/lib/util.js
+++ b/lib/util.js
@@ -67,18 +67,11 @@ async function validateWebhook(requestData, secret) {
 
   const signedContent = `${id}.${timestamp}.${body}`;
 
-  const computedSignature = await createHMACSHA256(
-    signingSecret.split("_").pop(),
-    signedContent
-  );
+  const computedSignature = await createHMACSHA256(signingSecret.split("_").pop(), signedContent);
 
-  const expectedSignatures = signature
-    .split(" ")
-    .map((sig) => sig.split(",")[1]);
+  const expectedSignatures = signature.split(" ").map((sig) => sig.split(",")[1]);
 
-  return expectedSignatures.some(
-    (expectedSignature) => expectedSignature === computedSignature
-  );
+  return expectedSignatures.some((expectedSignature) => expectedSignature === computedSignature);
 }
 
 /**
@@ -105,13 +98,9 @@ async function createHMACSHA256(secret, data) {
     crypto = require.call(null, "node:crypto").webcrypto;
   }
 
-  const key = await crypto.subtle.importKey(
-    "raw",
-    base64ToBytes(secret),
-    { name: "HMAC", hash: "SHA-256" },
-    false,
-    ["sign"]
-  );
+  const key = await crypto.subtle.importKey("raw", base64ToBytes(secret), { name: "HMAC", hash: "SHA-256" }, false, [
+    "sign",
+  ]);
 
   const signature = await crypto.subtle.sign("HMAC", key, encoder.encode(data));
   return bytesToBase64(signature);
@@ -235,6 +224,9 @@ async function transformFileInputs(client, inputs, strategy) {
       try {
         return await transformFileInputsToReplicateFileURLs(client, inputs);
       } catch (error) {
+        if (error instanceof ApiError && error.response.status >= 400 && error.response.status < 500) {
+          throw error;
+        }
         return await transformFileInputsToBase64EncodedDataURIs(inputs);
       }
     default:
@@ -296,7 +288,7 @@ async function transformFileInputsToBase64EncodedDataURIs(inputs) {
     totalBytes += buffer.byteLength;
     if (totalBytes > MAX_DATA_URI_SIZE) {
       throw new Error(
-        `Combined filesize of prediction ${totalBytes} bytes exceeds 10mb limit for inline encoding, please provide URLs instead`
+        `Combined filesize of prediction ${totalBytes} bytes exceeds 10mb limit for inline encoding, please provide URLs instead`,
       );
     }
 
@@ -354,14 +346,11 @@ function isPlainObject(value) {
   if (proto === null) {
     return true;
   }
-  const Ctor =
-    Object.prototype.hasOwnProperty.call(proto, "constructor") &&
-    proto.constructor;
+  const Ctor = Object.prototype.hasOwnProperty.call(proto, "constructor") && proto.constructor;
   return (
     typeof Ctor === "function" &&
     Ctor instanceof Ctor &&
-    Function.prototype.toString.call(Ctor) ===
-      Function.prototype.toString.call(Object)
+    Function.prototype.toString.call(Ctor) === Function.prototype.toString.call(Object)
   );
 }