From 10901fd8bb532927b9d319c095319add597e5ac3 Mon Sep 17 00:00:00 2001
From: aereeeee <dofl5576@gmail.com>
Date: Thu, 5 Sep 2024 15:47:30 -0400
Subject: [PATCH] chore: remove unused code

---
 src/components/InputForm.svelte      |    4 -
 src/components/TokenGenerator.svelte |   93 --
 src/routes/+page.svelte              |    5 +-
 src/routes/weight/+page.svelte       |   13 -
 src/utils/data.ts                    |    6 -
 src/utils/externalData.json          | 1770 --------------------------
 src/utils/getExternalData.js         |   24 -
 7 files changed, 1 insertion(+), 1914 deletions(-)
 delete mode 100644 src/components/TokenGenerator.svelte
 delete mode 100644 src/routes/weight/+page.svelte
 delete mode 100644 src/utils/externalData.json
 delete mode 100644 src/utils/getExternalData.js

diff --git a/src/components/InputForm.svelte b/src/components/InputForm.svelte
index 2e447a5..214f278 100644
--- a/src/components/InputForm.svelte
+++ b/src/components/InputForm.svelte
@@ -1,12 +1,8 @@
 <script lang="ts">
-	import Input from 'flowbite-svelte/Input.svelte';
-	import Select from 'flowbite-svelte/Select.svelte';
-	import Button from 'flowbite-svelte/Button.svelte';
 	import ButtonGroup from 'flowbite-svelte/ButtonGroup.svelte';
 	import Dropdown from 'flowbite-svelte/Dropdown.svelte';
 	import DropdownItem from 'flowbite-svelte/DropdownItem.svelte';
 	import Temperature from './Temperature.svelte';
-	import TokenGenerator from './TokenGenerator.svelte';
 	import { ex0, ex1, ex2, ex3, ex4 } from '~/constants/examples';
 
 	import { ArrowRightOutline, ChevronDownOutline } from 'flowbite-svelte-icons';
diff --git a/src/components/TokenGenerator.svelte b/src/components/TokenGenerator.svelte
deleted file mode 100644
index 232c45d..0000000
--- a/src/components/TokenGenerator.svelte
+++ /dev/null
@@ -1,93 +0,0 @@
-<!-- <script lang="ts">
-	import { Tooltip, Range, Button } from 'flowbite-svelte';
-	import { writable } from 'svelte/store';
-	import { predictedToken, highlightedIndex, finalTokenIndex } from '~/store';
-	import { OriginalBarData } from '../utils/mock_data.ts';
-	import { applyTemperatureToData } from '../utils/sampler.js';
-	import { temperature, inputText } from '~/store';
-
-	export let handleSubmit;
-
-	let barData = applyTemperatureToData(OriginalBarData, $temperature);
-	$: barData = applyTemperatureToData(OriginalBarData, $temperature);
-	// input:{
-	// 		token: 'member',
-	// 		token_id: 2888,
-	// 		logit: 7.361647129058838,
-	// 		probability: 0.017529413104057312
-	// 	},
-
-	// SAMPLER
-	let finalToken = '';
-	let previousIndex = null;
-
-	async function animateSampling() {
-		let iterations = 10;
-		let i = 0;
-		finalTokenIndex.set(null);
-
-		const startDelay = 200;
-		const endDelay = 50;
-
-		let randomIndex = null;
-
-		function getDelay(iteration) {
-			return startDelay + (endDelay - startDelay) * ((iterations - iteration) / iterations);
-		}
-
-		function runIteration() {
-			if (i >= iterations) {
-				finalToken = barData[randomIndex].token;
-				highlightedIndex.set(null);
-				finalTokenIndex.set(barData.findIndex((t) => t.token === finalToken));
-				// console.log(`Final Token Index: ${$finalTokenIndex}`);
-				// console.log(`Final Token: ${finalToken}`);
-				previousIndex = null;
-
-				let newInput = $inputText + ' ' + finalToken;
-				// console.log(`Net Input: ${newInput}`);
-				inputText.set(newInput.trim());
-				return;
-			}
-
-			randomIndex = sampleTokenIndex(barData);
-			highlightedIndex.set(randomIndex);
-			// console.log(`Highlighted Index: ${$highlightedIndex}`);
-
-			let prediciton = barData[randomIndex].token;
-			predictedToken.set(prediciton);
-
-			previousIndex = randomIndex;
-
-			i++;
-			let delay = getDelay(i);
-			// console.log(`Iteration: ${i}, Delay: ${delay}`);  // Log the iteration and delay
-
-			setTimeout(runIteration, delay);
-		}
-
-		runIteration(); // Start the first iteration
-	}
-</script>
-
-<div class="sample-button flex justify-center gap-2">
-	 <div
-		class="sliding-text-container flex w-32 items-center justify-center rounded-md outline outline-1 outline-red-700"
-	>
-		<div class="prediction-text">
-			{$predictedToken}
-		</div>
-	</div> 
-	<div class="h-full">
-		<Button
-			type="submit"
-			outline
-			color="blue"
-			size="xs"
-			on:click={() => {
-				animateSampling();
-				handleSubmit();
-			}}>Generate</Button
-		>
-	</div>
-</div> -->
diff --git a/src/routes/+page.svelte b/src/routes/+page.svelte
index e5c6ce3..ceaf31c 100644
--- a/src/routes/+page.svelte
+++ b/src/routes/+page.svelte
@@ -11,10 +11,8 @@
 		headContentHeight,
 		temperature,
 		modelData,
-		predictedColor,
 		modelSession,
-		isFetchingModel,
-		predictedToken
+		isFetchingModel
 	} from '~/store';
 	import Sankey from '~/components/Sankey.svelte';
 	import Attention from '~/components/Attention.svelte';
@@ -32,7 +30,6 @@
 	import WeightPopovers from '~/components/WeightPopovers.svelte';
 	import { fade } from 'svelte/transition';
 	import { AutoTokenizer } from '@xenova/transformers';
-	import { ChevronDoubleRightOutline } from 'flowbite-svelte-icons';
 
 	// run model
 	onMount(async () => {
diff --git a/src/routes/weight/+page.svelte b/src/routes/weight/+page.svelte
deleted file mode 100644
index f8a89d3..0000000
--- a/src/routes/weight/+page.svelte
+++ /dev/null
@@ -1,13 +0,0 @@
-<script lang="ts">
-	import { onMount } from 'svelte';
-	import gsap from 'gsap';
-	import { expandedBlock, modelMeta, tokens } from '~/store';
-	import classNames from 'classnames';
-	import PositionalEncoding from '~/components/Popovers/PositionalEncodingPopover.svelte';
-	import QkvWeightPopover from '~/components/Popovers/QKVWeightPopover.svelte';
-</script>
-
-<div>
-	...
-	<QkvWeightPopover />
-</div>
diff --git a/src/utils/data.ts b/src/utils/data.ts
index dcbccea..c5b9f01 100644
--- a/src/utils/data.ts
+++ b/src/utils/data.ts
@@ -80,12 +80,6 @@ export const getData = async (token_ids: number[]) => {
 		// Convert token_ids to tensor
 		const inputTensor = new ort.Tensor('int64', token_ids, [1, token_ids.length]);
 
-		// Load the model
-		// const session = await ort.InferenceSession.create(`${base}/model-quant.onnx`, {
-		// 	logSeverityLevel: 0, // Verbose logging
-		// 	externalData
-		// });
-
 		// Get the session from the store
 		const session = get(modelSession);
 		if (!session) {
diff --git a/src/utils/externalData.json b/src/utils/externalData.json
deleted file mode 100644
index bbb2a8a..0000000
--- a/src/utils/externalData.json
+++ /dev/null
@@ -1,1770 +0,0 @@
-[
-  {
-    "data": "/params_output/model.transformer.h.0.attn.bias",
-    "path": "./model.transformer.h.0.attn.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.0.attn.c_attn.bias",
-    "path": "./model.transformer.h.0.attn.c_attn.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.0.attn.c_attn.weight",
-    "path": "./model.transformer.h.0.attn.c_attn.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.0.attn.c_proj.bias",
-    "path": "./model.transformer.h.0.attn.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.0.attn.c_proj.weight",
-    "path": "./model.transformer.h.0.attn.c_proj.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.0.ln_1.bias",
-    "path": "./model.transformer.h.0.ln_1.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.0.ln_1.weight",
-    "path": "./model.transformer.h.0.ln_1.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.0.ln_2.bias",
-    "path": "./model.transformer.h.0.ln_2.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.0.ln_2.weight",
-    "path": "./model.transformer.h.0.ln_2.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.0.mlp.c_fc.bias",
-    "path": "./model.transformer.h.0.mlp.c_fc.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.0.mlp.c_fc.weight",
-    "path": "./model.transformer.h.0.mlp.c_fc.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.0.mlp.c_proj.bias",
-    "path": "./model.transformer.h.0.mlp.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.0.mlp.c_proj.weight",
-    "path": "./model.transformer.h.0.mlp.c_proj.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.1.attn.c_attn.bias",
-    "path": "./model.transformer.h.1.attn.c_attn.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.1.attn.c_proj.bias",
-    "path": "./model.transformer.h.1.attn.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.1.ln_1.bias",
-    "path": "./model.transformer.h.1.ln_1.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.1.ln_1.weight",
-    "path": "./model.transformer.h.1.ln_1.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.1.ln_2.bias",
-    "path": "./model.transformer.h.1.ln_2.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.1.ln_2.weight",
-    "path": "./model.transformer.h.1.ln_2.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.1.mlp.c_fc.bias",
-    "path": "./model.transformer.h.1.mlp.c_fc.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.1.mlp.c_proj.bias",
-    "path": "./model.transformer.h.1.mlp.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.10.attn.c_attn.bias",
-    "path": "./model.transformer.h.10.attn.c_attn.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.10.attn.c_proj.bias",
-    "path": "./model.transformer.h.10.attn.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.10.ln_1.bias",
-    "path": "./model.transformer.h.10.ln_1.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.10.ln_1.weight",
-    "path": "./model.transformer.h.10.ln_1.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.10.ln_2.bias",
-    "path": "./model.transformer.h.10.ln_2.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.10.ln_2.weight",
-    "path": "./model.transformer.h.10.ln_2.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.10.mlp.c_fc.bias",
-    "path": "./model.transformer.h.10.mlp.c_fc.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.10.mlp.c_proj.bias",
-    "path": "./model.transformer.h.10.mlp.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.11.attn.c_attn.bias",
-    "path": "./model.transformer.h.11.attn.c_attn.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.11.attn.c_proj.bias",
-    "path": "./model.transformer.h.11.attn.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.11.ln_1.bias",
-    "path": "./model.transformer.h.11.ln_1.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.11.ln_1.weight",
-    "path": "./model.transformer.h.11.ln_1.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.11.ln_2.bias",
-    "path": "./model.transformer.h.11.ln_2.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.11.ln_2.weight",
-    "path": "./model.transformer.h.11.ln_2.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.11.mlp.c_fc.bias",
-    "path": "./model.transformer.h.11.mlp.c_fc.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.11.mlp.c_proj.bias",
-    "path": "./model.transformer.h.11.mlp.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.12.attn.c_attn.bias",
-    "path": "./model.transformer.h.12.attn.c_attn.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.12.attn.c_proj.bias",
-    "path": "./model.transformer.h.12.attn.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.12.ln_1.bias",
-    "path": "./model.transformer.h.12.ln_1.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.12.ln_1.weight",
-    "path": "./model.transformer.h.12.ln_1.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.12.ln_2.bias",
-    "path": "./model.transformer.h.12.ln_2.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.12.ln_2.weight",
-    "path": "./model.transformer.h.12.ln_2.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.12.mlp.c_fc.bias",
-    "path": "./model.transformer.h.12.mlp.c_fc.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.12.mlp.c_proj.bias",
-    "path": "./model.transformer.h.12.mlp.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.13.attn.c_attn.bias",
-    "path": "./model.transformer.h.13.attn.c_attn.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.13.attn.c_proj.bias",
-    "path": "./model.transformer.h.13.attn.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.13.ln_1.bias",
-    "path": "./model.transformer.h.13.ln_1.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.13.ln_1.weight",
-    "path": "./model.transformer.h.13.ln_1.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.13.ln_2.bias",
-    "path": "./model.transformer.h.13.ln_2.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.13.ln_2.weight",
-    "path": "./model.transformer.h.13.ln_2.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.13.mlp.c_fc.bias",
-    "path": "./model.transformer.h.13.mlp.c_fc.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.13.mlp.c_proj.bias",
-    "path": "./model.transformer.h.13.mlp.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.14.attn.c_attn.bias",
-    "path": "./model.transformer.h.14.attn.c_attn.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.14.attn.c_proj.bias",
-    "path": "./model.transformer.h.14.attn.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.14.ln_1.bias",
-    "path": "./model.transformer.h.14.ln_1.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.14.ln_1.weight",
-    "path": "./model.transformer.h.14.ln_1.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.14.ln_2.bias",
-    "path": "./model.transformer.h.14.ln_2.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.14.ln_2.weight",
-    "path": "./model.transformer.h.14.ln_2.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.14.mlp.c_fc.bias",
-    "path": "./model.transformer.h.14.mlp.c_fc.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.14.mlp.c_proj.bias",
-    "path": "./model.transformer.h.14.mlp.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.15.attn.c_attn.bias",
-    "path": "./model.transformer.h.15.attn.c_attn.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.15.attn.c_proj.bias",
-    "path": "./model.transformer.h.15.attn.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.15.ln_1.bias",
-    "path": "./model.transformer.h.15.ln_1.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.15.ln_1.weight",
-    "path": "./model.transformer.h.15.ln_1.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.15.ln_2.bias",
-    "path": "./model.transformer.h.15.ln_2.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.15.ln_2.weight",
-    "path": "./model.transformer.h.15.ln_2.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.15.mlp.c_fc.bias",
-    "path": "./model.transformer.h.15.mlp.c_fc.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.15.mlp.c_proj.bias",
-    "path": "./model.transformer.h.15.mlp.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.16.attn.c_attn.bias",
-    "path": "./model.transformer.h.16.attn.c_attn.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.16.attn.c_proj.bias",
-    "path": "./model.transformer.h.16.attn.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.16.ln_1.bias",
-    "path": "./model.transformer.h.16.ln_1.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.16.ln_1.weight",
-    "path": "./model.transformer.h.16.ln_1.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.16.ln_2.bias",
-    "path": "./model.transformer.h.16.ln_2.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.16.ln_2.weight",
-    "path": "./model.transformer.h.16.ln_2.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.16.mlp.c_fc.bias",
-    "path": "./model.transformer.h.16.mlp.c_fc.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.16.mlp.c_proj.bias",
-    "path": "./model.transformer.h.16.mlp.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.17.attn.c_attn.bias",
-    "path": "./model.transformer.h.17.attn.c_attn.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.17.attn.c_proj.bias",
-    "path": "./model.transformer.h.17.attn.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.17.ln_1.bias",
-    "path": "./model.transformer.h.17.ln_1.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.17.ln_1.weight",
-    "path": "./model.transformer.h.17.ln_1.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.17.ln_2.bias",
-    "path": "./model.transformer.h.17.ln_2.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.17.ln_2.weight",
-    "path": "./model.transformer.h.17.ln_2.weight"
-  },
-  {
-    "data": "/params_output/model.transformer.h.17.mlp.c_fc.bias",
-    "path": "./model.transformer.h.17.mlp.c_fc.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.17.mlp.c_proj.bias",
-    "path": "./model.transformer.h.17.mlp.c_proj.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.18.attn.c_attn.bias",
-    "path": "./model.transformer.h.18.attn.c_attn.bias"
-  },
-  {
-    "data": "/params_output/model.transformer.h.18.attn.c_proj.bias",
-    "path": "./model.transformer.h.18.attn.c_proj.bias"
-  },
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-    "data": "/params_output/onnx__MatMul_5055",
-    "path": "./onnx__MatMul_5055"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5056",
-    "path": "./onnx__MatMul_5056"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5057",
-    "path": "./onnx__MatMul_5057"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5067",
-    "path": "./onnx__MatMul_5067"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5068",
-    "path": "./onnx__MatMul_5068"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5069",
-    "path": "./onnx__MatMul_5069"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5070",
-    "path": "./onnx__MatMul_5070"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5080",
-    "path": "./onnx__MatMul_5080"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5081",
-    "path": "./onnx__MatMul_5081"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5082",
-    "path": "./onnx__MatMul_5082"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5083",
-    "path": "./onnx__MatMul_5083"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5093",
-    "path": "./onnx__MatMul_5093"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5094",
-    "path": "./onnx__MatMul_5094"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5095",
-    "path": "./onnx__MatMul_5095"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5096",
-    "path": "./onnx__MatMul_5096"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5106",
-    "path": "./onnx__MatMul_5106"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5107",
-    "path": "./onnx__MatMul_5107"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5108",
-    "path": "./onnx__MatMul_5108"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5109",
-    "path": "./onnx__MatMul_5109"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5119",
-    "path": "./onnx__MatMul_5119"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5120",
-    "path": "./onnx__MatMul_5120"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5121",
-    "path": "./onnx__MatMul_5121"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5122",
-    "path": "./onnx__MatMul_5122"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5132",
-    "path": "./onnx__MatMul_5132"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5133",
-    "path": "./onnx__MatMul_5133"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5134",
-    "path": "./onnx__MatMul_5134"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5135",
-    "path": "./onnx__MatMul_5135"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5145",
-    "path": "./onnx__MatMul_5145"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5146",
-    "path": "./onnx__MatMul_5146"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5147",
-    "path": "./onnx__MatMul_5147"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5148",
-    "path": "./onnx__MatMul_5148"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5158",
-    "path": "./onnx__MatMul_5158"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5159",
-    "path": "./onnx__MatMul_5159"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5160",
-    "path": "./onnx__MatMul_5160"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5161",
-    "path": "./onnx__MatMul_5161"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5171",
-    "path": "./onnx__MatMul_5171"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5172",
-    "path": "./onnx__MatMul_5172"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5173",
-    "path": "./onnx__MatMul_5173"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5174",
-    "path": "./onnx__MatMul_5174"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5184",
-    "path": "./onnx__MatMul_5184"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5185",
-    "path": "./onnx__MatMul_5185"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5186",
-    "path": "./onnx__MatMul_5186"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5187",
-    "path": "./onnx__MatMul_5187"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5197",
-    "path": "./onnx__MatMul_5197"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5198",
-    "path": "./onnx__MatMul_5198"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5199",
-    "path": "./onnx__MatMul_5199"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5200",
-    "path": "./onnx__MatMul_5200"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5210",
-    "path": "./onnx__MatMul_5210"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5211",
-    "path": "./onnx__MatMul_5211"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5212",
-    "path": "./onnx__MatMul_5212"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5213",
-    "path": "./onnx__MatMul_5213"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5223",
-    "path": "./onnx__MatMul_5223"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5224",
-    "path": "./onnx__MatMul_5224"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5225",
-    "path": "./onnx__MatMul_5225"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5226",
-    "path": "./onnx__MatMul_5226"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5236",
-    "path": "./onnx__MatMul_5236"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5237",
-    "path": "./onnx__MatMul_5237"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5238",
-    "path": "./onnx__MatMul_5238"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5239",
-    "path": "./onnx__MatMul_5239"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5249",
-    "path": "./onnx__MatMul_5249"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5250",
-    "path": "./onnx__MatMul_5250"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5251",
-    "path": "./onnx__MatMul_5251"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5252",
-    "path": "./onnx__MatMul_5252"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5262",
-    "path": "./onnx__MatMul_5262"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5263",
-    "path": "./onnx__MatMul_5263"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5264",
-    "path": "./onnx__MatMul_5264"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5265",
-    "path": "./onnx__MatMul_5265"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5275",
-    "path": "./onnx__MatMul_5275"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5276",
-    "path": "./onnx__MatMul_5276"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5277",
-    "path": "./onnx__MatMul_5277"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5278",
-    "path": "./onnx__MatMul_5278"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5288",
-    "path": "./onnx__MatMul_5288"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5289",
-    "path": "./onnx__MatMul_5289"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5290",
-    "path": "./onnx__MatMul_5290"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5291",
-    "path": "./onnx__MatMul_5291"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5301",
-    "path": "./onnx__MatMul_5301"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5302",
-    "path": "./onnx__MatMul_5302"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5303",
-    "path": "./onnx__MatMul_5303"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5304",
-    "path": "./onnx__MatMul_5304"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5314",
-    "path": "./onnx__MatMul_5314"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5315",
-    "path": "./onnx__MatMul_5315"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5316",
-    "path": "./onnx__MatMul_5316"
-  },
-  {
-    "data": "/params_output/onnx__MatMul_5317",
-    "path": "./onnx__MatMul_5317"
-  }
-]
\ No newline at end of file
diff --git a/src/utils/getExternalData.js b/src/utils/getExternalData.js
deleted file mode 100644
index 045dc14..0000000
--- a/src/utils/getExternalData.js
+++ /dev/null
@@ -1,24 +0,0 @@
-import { readdir } from 'fs/promises';
-import { join } from 'path';
-import { fileURLToPath } from 'url';
-import { writeFile } from 'fs/promises';
-
-const __filename = fileURLToPath(import.meta.url);
-const __dirname = join(__filename, '..');
-
-const directoryPath = join(__dirname, '../../static/params_output');
-const baseUrl = '/params_output/';
-
-const outputFilePath = join(__dirname, 'externalData.json');
-
-// https://onnxruntime.ai/docs/tutorials/web/large-models.html#load-the-model-with-external-data-in-onnx-runtime-web
-try {
-	const files = await readdir(directoryPath);
-	const fileData = files.map((file) => ({
-		data: `${baseUrl}${file}`,
-		path: `./${file}`
-	}));
-	await writeFile(outputFilePath, JSON.stringify(fileData, null, 2));
-} catch (err) {
-	console.error(err);
-}