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GGUF-Model-VRAM-Calculator

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SadP0i commited on Apr 22

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README.md +4 -3
index.html +517 -18
styles.css +928 -0

README.md CHANGED Viewed

@@ -1,11 +1,12 @@
 ---
 title: GGUF Model VRAM Calculator
-emoji: 🐢
-colorFrom: blue
-colorTo: indigo
 sdk: static
 pinned: false
 license: mit
 ---
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

 ---
 title: GGUF Model VRAM Calculator
+emoji: 📈
+colorFrom: gray
+colorTo: purple
 sdk: static
 pinned: false
 license: mit
 ---
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+Check out the original calculator at https://huggingface.co/spaces/NyxKrage/LLM-Model-VRAM-Calculator

index.html CHANGED Viewed

@@ -1,19 +1,518 @@
-<!doctype html>
-<html>
-	<head>
-		<meta charset="utf-8" />
-		<meta name="viewport" content="width=device-width" />
-		<title>My static Space</title>
-		<link rel="stylesheet" href="style.css" />
-	</head>
-	<body>
-		<div class="card">
-			<h1>Welcome to your static Space!</h1>
-			<p>You can modify this app directly by editing <i>index.html</i> in the Files and versions tab.</p>
-			<p>
-				Also don't forget to check the
-				<a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
-			</p>
-		</div>
-	</body>
 </html>

+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <script>
+      function strToHtml(str) {
+        let parser = new DOMParser();
+        return parser.parseFromString(str, "text/html");
+      }
+      //Short, jQuery-independent function to read html table and write them into an Array.
+      //Kudos to RobG at StackOverflow
+      function tableToObj(table) {
+        var rows = table.rows;
+        var propCells = rows[0].cells;
+        var propNames = [];
+        var results = [];
+        var obj, row, cells;
+        // Use the first row for the property names
+        // Could use a header section but result is the same if
+        // there is only one header row
+        for (var i = 0, iLen = propCells.length; i < iLen; i++) {
+          propNames.push(
+            (propCells[i].textContent || propCells[i].innerText).trim()
+          );
+        }
+        // Use the rows for data
+        // Could use tbody rows here to exclude header & footer
+        // but starting from 1 gives required result
+        for (var j = 1, jLen = rows.length; j < jLen; j++) {
+          cells = rows[j].cells;
+          obj = {};
+          for (var k = 0; k < iLen; k++) {
+            obj[propNames[k]] = (
+              cells[k].textContent || cells[k].innerText
+            ).trim();
+          }
+          results.push(obj);
+        }
+        return results;
+      }
+      function formatGpu(gpus) {
+        return gpus.map(
+          (g) => `${g["Product Name"]} - ${g["Memory"].split(",")[0]}`
+        );
+      }
+      const gguf_quants = {
+        "Q2_K": 3.35,
+        "Q3_K_S": 3.5,
+        "Q3_K_M": 3.91,
+        "Q3_K_L": 4.27,
+        "Q4_0": 4.55,
+        "Q4_K_S": 4.58,
+        "Q4_K_M": 4.85,
+        "Q5_0": 5.54,
+        "Q5_K_S": 5.54,
+        "Q5_K_M": 5.69,
+        "Q6_K": 6.59,
+        "Q8_0": 8.5,
+      }
+      async function modelConfig(hf_model) {
+        let config = await fetch(
+          `https://huggingface.co/${hf_model}/raw/main/config.json`
+        ).then(r => r.json())
+        let model_size = 0
+        try {
+          model_size = (await fetch(`https://huggingface.co/${hf_model}/resolve/main/model.safetensors.index.json`).then(r => r.json()))["metadata"]["total_size"] / 2
+          if (isNaN(model_size)) {
+            throw new Erorr("no size in safetensors metadata")
+          }
+        } catch (e) {
+          try {
+            model_size = (await fetch(`https://huggingface.co/${hf_model}/resolve/main/pytorch_model.bin.index.json`).then(r => r.json()))["metadata"]["total_size"] / 2
+            if (isNaN(model_size)) {
+              throw new Erorr("no size in pytorch metadata")
+            }
+          } catch {
+            let model_page = await fetch(
+                "https://corsproxy.io/?" + encodeURIComponent(`https://huggingface.co/${hf_model}`)
+            ).then(r => r.text())
+            let el = document.createElement( 'html' );
+            el.innerHTML = model_page
+            let params_el = el.querySelector('div[data-target="ModelSafetensorsParams"]')
+            if (params_el !== null) {
+              model_size = JSON.parse(params_el.attributes.getNamedItem("data-props").value)["safetensors"]["total"]
+            } else {
+              params_el = el.querySelector('div[data-target="ModelHeader"]')
+              model_size = JSON.parse(params_el.attributes.getNamedItem("data-props").value)["model"]["safetensors"]["total"]
+            }
+          }
+        }
+        config.parameters = model_size
+        return config
+      }
+      function inputBuffer(context=8192, model_config, bsz=512) {
+        /* Calculation taken from github:ggerganov/llama.cpp/llama.cpp:11248
+          ctx->inp_tokens  = ggml_new_tensor_1d(ctx->ctx_input, GGML_TYPE_I32, cparams.n_batch);
+          ctx->inp_embd    = ggml_new_tensor_2d(ctx->ctx_input, GGML_TYPE_F32, hparams.n_embd, cparams.n_batch);
+          ctx->inp_pos     = ggml_new_tensor_1d(ctx->ctx_input, GGML_TYPE_I32, cparams.n_batch);
+          ctx->inp_KQ_mask = ggml_new_tensor_2d(ctx->ctx_input, GGML_TYPE_F32, cparams.n_ctx, cparams.n_batch);
+          ctx->inp_K_shift = ggml_new_tensor_1d(ctx->ctx_input, GGML_TYPE_I32, cparams.n_ctx);
+          ctx->inp_sum     = ggml_new_tensor_2d(ctx->ctx_input, GGML_TYPE_F32, 1, cparams.n_batch);
+          n_embd is hidden size (github:ggeranov/llama.cpp/convert.py:248)
+        */
+        const inp_tokens = bsz
+        const inp_embd = model_config["hidden_size"] * bsz
+        const inp_pos = bsz
+        const inp_KQ_mask = context * bsz
+        const inp_K_shift = context
+        const inp_sum = bsz
+        return inp_tokens + inp_embd + inp_pos + inp_KQ_mask + inp_K_shift + inp_sum
+      }
+      function computeBuffer(context=8192, model_config, bsz=512) {
+        if (bsz != 512) {
+          alert("batch size other than 512 is currently not supported for the compute buffer, using batchsize 512 for compute buffer calculation, end result result will be an overestimatition")
+        }
+        return (context / 1024 * 2 + 0.75) * model_config["num_attention_heads"] * 1024 * 1024
+      }
+      function kvCache(context=8192, model_config, cache_bit=16) {
+        const n_gqa = model_config["num_attention_heads"] / model_config["num_key_value_heads"]
+        const n_embd_gqa = model_config["hidden_size"] / n_gqa
+        const n_elements = n_embd_gqa * (model_config["num_hidden_layers"] * context)
+        const size = 2 * n_elements
+        return size * (cache_bit / 8)
+      }
+      function contextSize(context=8192, model_config, bsz=512, cache_bit=16) {
+        return Number.parseFloat((inputBuffer(context, model_config, bsz) + kvCache(context, model_config, cache_bit) + computeBuffer(context, model_config, bsz)).toFixed(2))
+      }
+      function modelSize(model_config, bpw=4.5) {
+        return Number.parseFloat((model_config["parameters"] * bpw / 8).toFixed(2))
+      }
+      async function calculateSizes(format) {
+        format = "gguf"
+        try {
+          const model_config = await modelConfig(document.getElementById("modelsearch").value)
+          const context = parseInt(document.getElementById("contextsize").value)
+          let bsz = 512
+          let cache_bit = 16
+          let bpw = 0
+          if (format === "gguf") {
+            bsz = parseInt(document.getElementById("batchsize").value)
+            bpw = gguf_quants[document.getElementById("quantsize").innerText]
+          } else if (format == "exl2") {
+            cache_bit = Number.parseInt(document.getElementById("kvCache").value)
+            bpw = Number.parseFloat(document.getElementById("bpw").value)
+          }
+          const model_size = modelSize(model_config, bpw)
+          const context_size = contextSize(context, model_config, bsz, cache_bit)
+          const total_size = ((model_size + context_size) / 2**30)
+          document.getElementById("resultmodel").innerText = (model_size / 2**30).toFixed(2)
+          document.getElementById("resultcontext").innerText = (context_size / 2**30).toFixed(2)
+          const result_total_el = document.getElementById("resulttotal");
+          result_total_el.innerText = total_size.toFixed(2)
+          //const gpu = document.getElementById("gpusearch").value
+          // if (gpu !== "") {
+          //   const vram = parseFloat(gpu.split("-")[1].replace("GB", "").trim())
+          //   if (vram - total_size > 0.5) {
+          //     result_total_el.style.backgroundColor = "#bef264"
+          //   } else if (vram - total_size > 0) {
+          //     result_total_el.style.backgroundColor = "#facc15"
+          //   } else {
+          //     result_total_el.style.backgroundColor = "#ef4444"
+          //   }
+          // }
+          const allocated_vram = Number.parseInt(document.getElementById("maxvram").value);
+          const vram = allocated_vram
+          if (vram - total_size > 0.5) {
+            result_total_el.style.backgroundColor = "#bef264"
+          } else if (vram - total_size > 0) {
+            result_total_el.style.backgroundColor = "#facc15"
+          } else {
+            result_total_el.style.backgroundColor = "#ef4444"
+          }
+          const layer_size = ((model_size / 2**30) / model_config["num_hidden_layers"])
+          const layer_size_el = document.getElementById("layersize");
+          layer_size_el.innerText = layer_size.toFixed(2)
+          const layers_offload = Math.floor((allocated_vram - (context_size / 2**30)) / layer_size)
+          const layers_offload_el = document.getElementById("layersoffload");
+          layers_offload_el.innerText = layers_offload > model_config["num_hidden_layers"] ? model_config["num_hidden_layers"] : Math.max(0, layers_offload)
+        } catch(e) {
+          alert(e);
+        }
+      }
+    </script>
+    <link href="./styles.css" rel="stylesheet">
+    <title>Can I split it? - GGUF VRAM Calculator</title>
+  </head>
+  <body class="p-8">
+    <div x-data="{ format: 'gguf' }" class="flex flex-col max-h-screen items-center mt-16 gap-10">
+      <div style="text-align: center;">
+      <h1 class="text-xl font-semibold leading-6 text-gray-900">
+        GGUF Model, Can I split it?
+      </h1>
+      <h3 class="font-semibold leading-6 text-gray-900">
+        Based on NyxKrage's LLM VRAM calculator
+      </h3>
+      </div>
+      <div class="flex flex-col gap-10">
+        <div class="w-auto flex flex-col gap-4">
+          <div class="relative">
+            <label
+              for="maxvram"
+              class="absolute -top-2 left-2 inline-block bg-white px-1 text-xs font-medium text-gray-900"
+            >
+              Max Allocated VRAM
+            </label>
+            <input
+              value="24"
+              type="number"
+              name="maxvram"
+              id="maxvram"
+              step="1"
+              class="block w-full rounded-md border-0 p-3 text-gray-900 shadow-sm ring-1 ring-inset ring-gray-300 placeholder:text-gray-400 focus:ring-2 focus:ring-inset focus:ring-indigo-600 sm:text-sm sm:leading-6"
+            />
+          </div>
+          <!-- Model Selector -->
+          <div class="flex flex-row gap-4 relative">
+            <label
+              for="contextsize"
+              class="absolute -top-2 left-2 inline-block bg-white px-1 text-xs font-medium text-gray-900"
+            >
+              Model (unquantized)
+            </label>
+            <div
+              class="block w-full rounded-md border-0 p-3 text-gray-900 shadow-sm ring-1 ring-inset ring-gray-300 placeholder:text-gray-400 focus:ring-2 focus:ring-inset focus:ring-indigo-600 sm:text-sm sm:leading-6"
+              x-data="{
+                          open: false,
+                          value: 'Nexusflow/Starling-LM-7B-beta',
+                          results: null,
+                          toggle() {
+                            if (this.open) {
+                              return this.close()
+                            }
+                            this.$refs.input.focus()
+                            this.open = true
+                          },
+                          close(focusAfter) {
+                            if (! this.open) return
+                            this.open = false
+                            focusAfter && focusAfter.focus()
+                          }
+                        }"
+              x-on:keydown.escape.prevent.stop="close($refs.input)"
+              x-id="['model-typeahead']"
+              class="relative"
+            >
+              <!-- Input -->
+              <input
+                id="modelsearch"
+                x-ref="input"
+                x-on:click="toggle()"
+                @keypress.debounce.150ms="results = (await
+                    fetch('https://huggingface.co/api/quicksearch?type=model&q=' +
+                    encodeURIComponent(value)).then(r => r.json())).models.filter(m => !m.id.includes('GGUF') && !m.id.includes('AWQ') && !m.id.includes('GPTQ') && !m.id.includes('exl2'));"
+                :aria-expanded="open"
+                :aria-controls="$id('model-typeahead')"
+                x-model="value"
+                class="flex justify-between items-center gap-2 w-full"
+              />
+              <!-- Panel -->
+              <div
+                x-ref="panel"
+                x-show="open"
+                x-transition.origin.top.left
+                x-on:click.outside="close($refs.input)"
+                :id="$id('model-typeahead')"
+                style="display: none"
+                class="absolute left-0 mt-4 w-full rounded-md bg-white shadow-sm ring-1 ring-inset ring-gray-300 z-10"
+              >
+                <template x-for="result in results">
+                  <a
+                    @click="value = result.id; close($refs.input)"
+                    x-text="result.id"
+                    class="flex cursor-pointer items-center gap-2 w-full first-of-type:rounded-t-md last-of-type:rounded-b-md px-4 py-2.5 text-left text-sm hover:bg-gray-500/5 disabled:text-gray-500"
+                  ></a>
+                </template>
+              </div>
+            </div>
+          </div>
+          <!-- Context Size Selector -->
+          <div class="relative">
+            <label
+              for="contextsize"
+              class="absolute -top-2 left-2 inline-block bg-white px-1 text-xs font-medium text-gray-900"
+            >
+              Context Size
+            </label>
+            <input
+              value="8192"
+              type="number"
+              name="contextsize"
+              id="contextsize"
+              step="1024"
+              class="block w-full rounded-md border-0 p-3 text-gray-900 shadow-sm ring-1 ring-inset ring-gray-300 placeholder:text-gray-400 focus:ring-2 focus:ring-inset focus:ring-indigo-600 sm:text-sm sm:leading-6"
+            />
+          </div>
+          <!-- GGUF Options -->
+          <div x-show="format === 'gguf'" class="relative">
+            <div class="flex flex-row gap-4">
+              <label
+                for="contextsize"
+                class="absolute -top-2 left-2 inline-block bg-white px-1 text-xs font-medium text-gray-900"
+              >
+                Quantization Size
+              </label>
+              <div
+                class="block w-full rounded-md border-0 p-3 text-gray-900 shadow-sm ring-1 ring-inset ring-gray-300 placeholder:text-gray-400 focus:ring-2 focus:ring-inset focus:ring-indigo-600 sm:text-sm sm:leading-6"
+                x-data="{
+                open: false,
+                value: '',
+                toggle() {
+                  if (this.open) {
+                    return this.close()
+                  }
+                  this.$refs.button.focus()
+                  this.open = true
+                },
+                close(focusAfter) {
+                  if (! this.open) return
+                  this.open = false
+                  focusAfter && focusAfter.focus()
+                }
+              }"
+                x-on:keydown.escape.prevent.stop="close($refs.button)"
+                x-id="['dropdown-button']"
+                class="relative"
+              >
+                <!-- Button -->
+                <button
+                  x-ref="button"
+                  x-on:click="toggle()"
+                  :aria-expanded="open"
+                  :aria-controls="$id('dropdown-button')"
+                  type="button"
+                  id="quantsize"
+                  x-text="value.length === 0 ? 'Q4_K_S' : value"
+                  class="flex justify-between items-center gap-2 w-full"
+                >
+                  Q4_K_S
+                  <!-- Heroicon: chevron-down -->
+                  <svg
+                    xmlns="http://www.w3.org/2000/svg"
+                    class="h-5 w-5 text-gray-400"
+                    viewBox="0 0 20 20"
+                    fill="currentColor"
+                  >
+                    <path
+                      fill-rule="evenodd"
+                      d="M5.293 7.293a1 1 0 011.414 0L10 10.586l3.293-3.293a1 1 0 111.414 1.414l-4 4a1 1 0 01-1.414 0l-4-4a1 1 0 010-1.414z"
+                      clip-rule="evenodd"
+                    />
+                  </svg>
+                </button>
+                <!-- Panel -->
+                <div
+                  x-data="{ quants: [
+                  'Q3_K_S',
+                  'Q3_K_M',
+                  'Q3_K_L',
+                  'Q4_0',
+                  'Q4_K_S',
+                  'Q4_K_M',
+                  'Q5_0',
+                  'Q5_K_S',
+                  'Q5_K_M',
+                  'Q6_K',
+                  'Q8_0'
+                ]}"
+                  x-ref="panel"
+                  x-show="open"
+                  x-transition.origin.top.left
+                  x-on:click.outside="close($refs.button)"
+                  :id="$id('dropdown-button')"
+                  style="display: none"
+                  class="absolute left-0 mt-4 w-full rounded-md bg-white shadow-sm ring-1 ring-inset ring-gray-300 z-10"
+                >
+                  <template x-for="quant in quants">
+                    <a
+                      @click="value = quant; close($refs.button)"
+                      x-text="quant"
+                      class="flex cursor-pointer items-center gap-2 w-full first-of-type:rounded-t-md last-of-type:rounded-b-md px-4 py-2.5 text-left text-sm hover:bg-gray-500/5 disabled:text-gray-500"
+                    ></a>
+                  </template>
+                </div>
+              </div>
+              <div class="relative">
+                <label
+                  for="batchsize"
+                  class="absolute -top-2 left-2 inline-block bg-white px-1 text-xs font-medium text-gray-900"
+                >
+                  Batch Size
+                </label>
+                <input
+                  value="512"
+                  type="number"
+                  step="128"
+                  id="batchsize"
+                  class="block w-full rounded-md border-0 p-3 text-gray-900 shadow-sm ring-1 ring-inset ring-gray-300 placeholder:text-gray-400 focus:ring-2 focus:ring-inset focus:ring-indigo-600 sm:text-sm sm:leading-6"
+                />
+              </div>
+            </div>
+          </div>
+          <button
+            type="button"
+            class="rounded-md bg-slate-800 px-3 py-2 text-sm font-semibold text-white shadow-sm hover:bg-slate-700 focus-visible:outline focus-visible:outline-2 focus-visible:outline-offset-2 focus-visible:outline-indigo-600"
+            @click="calculateSizes(format)"
+          >
+            Submit
+          </button>
+        </div>
+        <div class="w-auto flex flex-col gap-4">
+          <div class="relative">
+            <label
+              class="absolute -top-2 left-2 inline-block bg-white px-1 text-xs font-medium text-gray-900"
+            >
+              Model Size (GB)
+            </label>
+            <div
+              id="resultmodel"
+              class="block w-full rounded-md border-0 p-3 text-gray-900 shadow-sm ring-1 ring-inset ring-gray-300 placeholder:text-gray-400 focus:ring-2 focus:ring-inset focus:ring-indigo-600 sm:text-sm sm:leading-6"
+            >4.20</div>
+          </div>
+          <div class="relative">
+            <label
+              class="absolute -top-2 left-2 inline-block bg-white px-1 text-xs font-medium text-gray-900"
+            >
+              Context Size (GB)
+            </label>
+            <div
+              id="resultcontext"
+              class="block w-full rounded-md border-0 p-3 text-gray-900 shadow-sm ring-1 ring-inset ring-gray-300 placeholder:text-gray-400 focus:ring-2 focus:ring-inset focus:ring-indigo-600 sm:text-sm sm:leading-6"
+            >6.90</div>
+          </div>
+          <div class="relative">
+            <label
+              class="absolute -top-2 left-2 inline-block bg-white px-1 text-xs font-medium text-gray-900"
+            >
+              Total Size (GB)
+            </label>
+            <div
+              id="resulttotal"
+              class="block w-full rounded-md border-0 p-3 text-gray-900 shadow-sm ring-1 ring-inset ring-gray-300 placeholder:text-gray-400 focus:ring-2 focus:ring-inset focus:ring-indigo-600 sm:text-sm sm:leading-6"
+            >420.69</div>
+          </div>
+          <div class="relative">
+            <label
+              class="absolute -top-2 left-2 inline-block bg-white px-1 text-xs font-medium text-gray-900"
+            >
+              Layer size (GB)
+            </label>
+            <div
+              id="layersize"
+              class="block w-full rounded-md border-0 p-3 text-gray-900 shadow-sm ring-1 ring-inset ring-gray-300 placeholder:text-gray-400 focus:ring-2 focus:ring-inset focus:ring-indigo-600 sm:text-sm sm:leading-6"
+            >42.69</div>
+          </div>
+          <div class="relative">
+            <label
+              class="absolute -top-2 left-2 inline-block bg-white px-1 text-xs font-medium text-gray-900"
+            >
+              Layers offloaded to GPU
+            </label>
+            <div
+              id="layersoffload"
+              class="block w-full rounded-md border-0 p-3 text-gray-900 shadow-sm ring-1 ring-inset ring-gray-300 placeholder:text-gray-400 focus:ring-2 focus:ring-inset focus:ring-indigo-600 sm:text-sm sm:leading-6"
+            >42</div>
+          </div>
+        </div>
+      </div>
+    </div>
+    <script
+      src="https://cdn.jsdelivr.net/npm/alpinejs@3.x.x/dist/cdn.min.js"
+    ></script>
+    <script defer>
+      calculateSizes("gguf")
+    </script>
+  </body>
 </html>

styles.css ADDED Viewed

	@@ -0,0 +1,928 @@

+/*
+! tailwindcss v3.4.1 | MIT License | https://tailwindcss.com
+*/
+/*
+1. Prevent padding and border from affecting element width. (https://github.com/mozdevs/cssremedy/issues/4)
+2. Allow adding a border to an element by just adding a border-width. (https://github.com/tailwindcss/tailwindcss/pull/116)
+*/
+*,
+::before,
+::after {
+  box-sizing: border-box;
+  /* 1 */
+  border-width: 0;
+  /* 2 */
+  border-style: solid;
+  /* 2 */
+  border-color: #e5e7eb;
+  /* 2 */
+}
+::before,
+::after {
+  --tw-content: '';
+}
+/*
+1. Use a consistent sensible line-height in all browsers.
+2. Prevent adjustments of font size after orientation changes in iOS.
+3. Use a more readable tab size.
+4. Use the user's configured `sans` font-family by default.
+5. Use the user's configured `sans` font-feature-settings by default.
+6. Use the user's configured `sans` font-variation-settings by default.
+7. Disable tap highlights on iOS
+*/
+html,
+:host {
+  line-height: 1.5;
+  /* 1 */
+  -webkit-text-size-adjust: 100%;
+  /* 2 */
+  -moz-tab-size: 4;
+  /* 3 */
+  -o-tab-size: 4;
+     tab-size: 4;
+  /* 3 */
+  font-family: ui-sans-serif, system-ui, sans-serif, "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Noto Color Emoji";
+  /* 4 */
+  font-feature-settings: normal;
+  /* 5 */
+  font-variation-settings: normal;
+  /* 6 */
+  -webkit-tap-highlight-color: transparent;
+  /* 7 */
+}
+/*
+1. Remove the margin in all browsers.
+2. Inherit line-height from `html` so users can set them as a class directly on the `html` element.
+*/
+body {
+  margin: 0;
+  /* 1 */
+  line-height: inherit;
+  /* 2 */
+}
+/*
+1. Add the correct height in Firefox.
+2. Correct the inheritance of border color in Firefox. (https://bugzilla.mozilla.org/show_bug.cgi?id=190655)
+3. Ensure horizontal rules are visible by default.
+*/
+hr {
+  height: 0;
+  /* 1 */
+  color: inherit;
+  /* 2 */
+  border-top-width: 1px;
+  /* 3 */
+}
+/*
+Add the correct text decoration in Chrome, Edge, and Safari.
+*/
+abbr:where([title]) {
+  -webkit-text-decoration: underline dotted;
+          text-decoration: underline dotted;
+}
+/*
+Remove the default font size and weight for headings.
+*/
+h1,
+h2,
+h3,
+h4,
+h5,
+h6 {
+  font-size: inherit;
+  font-weight: inherit;
+}
+/*
+Reset links to optimize for opt-in styling instead of opt-out.
+*/
+a {
+  color: inherit;
+  text-decoration: inherit;
+}
+/*
+Add the correct font weight in Edge and Safari.
+*/
+b,
+strong {
+  font-weight: bolder;
+}
+/*
+1. Use the user's configured `mono` font-family by default.
+2. Use the user's configured `mono` font-feature-settings by default.
+3. Use the user's configured `mono` font-variation-settings by default.
+4. Correct the odd `em` font sizing in all browsers.
+*/
+code,
+kbd,
+samp,
+pre {
+  font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace;
+  /* 1 */
+  font-feature-settings: normal;
+  /* 2 */
+  font-variation-settings: normal;
+  /* 3 */
+  font-size: 1em;
+  /* 4 */
+}
+/*
+Add the correct font size in all browsers.
+*/
+small {
+  font-size: 80%;
+}
+/*
+Prevent `sub` and `sup` elements from affecting the line height in all browsers.
+*/
+sub,
+sup {
+  font-size: 75%;
+  line-height: 0;
+  position: relative;
+  vertical-align: baseline;
+}
+sub {
+  bottom: -0.25em;
+}
+sup {
+  top: -0.5em;
+}
+/*
+1. Remove text indentation from table contents in Chrome and Safari. (https://bugs.chromium.org/p/chromium/issues/detail?id=999088, https://bugs.webkit.org/show_bug.cgi?id=201297)
+2. Correct table border color inheritance in all Chrome and Safari. (https://bugs.chromium.org/p/chromium/issues/detail?id=935729, https://bugs.webkit.org/show_bug.cgi?id=195016)
+3. Remove gaps between table borders by default.
+*/
+table {
+  text-indent: 0;
+  /* 1 */
+  border-color: inherit;
+  /* 2 */
+  border-collapse: collapse;
+  /* 3 */
+}
+/*
+1. Change the font styles in all browsers.
+2. Remove the margin in Firefox and Safari.
+3. Remove default padding in all browsers.
+*/
+button,
+input,
+optgroup,
+select,
+textarea {
+  font-family: inherit;
+  /* 1 */
+  font-feature-settings: inherit;
+  /* 1 */
+  font-variation-settings: inherit;
+  /* 1 */
+  font-size: 100%;
+  /* 1 */
+  font-weight: inherit;
+  /* 1 */
+  line-height: inherit;
+  /* 1 */
+  color: inherit;
+  /* 1 */
+  margin: 0;
+  /* 2 */
+  padding: 0;
+  /* 3 */
+}
+/*
+Remove the inheritance of text transform in Edge and Firefox.
+*/
+button,
+select {
+  text-transform: none;
+}
+/*
+1. Correct the inability to style clickable types in iOS and Safari.
+2. Remove default button styles.
+*/
+button,
+[type='button'],
+[type='reset'],
+[type='submit'] {
+  -webkit-appearance: button;
+  /* 1 */
+  background-color: transparent;
+  /* 2 */
+  background-image: none;
+  /* 2 */
+}
+/*
+Use the modern Firefox focus style for all focusable elements.
+*/
+:-moz-focusring {
+  outline: auto;
+}
+/*
+Remove the additional `:invalid` styles in Firefox. (https://github.com/mozilla/gecko-dev/blob/2f9eacd9d3d995c937b4251a5557d95d494c9be1/layout/style/res/forms.css#L728-L737)
+*/
+:-moz-ui-invalid {
+  box-shadow: none;
+}
+/*
+Add the correct vertical alignment in Chrome and Firefox.
+*/
+progress {
+  vertical-align: baseline;
+}
+/*
+Correct the cursor style of increment and decrement buttons in Safari.
+*/
+::-webkit-inner-spin-button,
+::-webkit-outer-spin-button {
+  height: auto;
+}
+/*
+1. Correct the odd appearance in Chrome and Safari.
+2. Correct the outline style in Safari.
+*/
+[type='search'] {
+  -webkit-appearance: textfield;
+  /* 1 */
+  outline-offset: -2px;
+  /* 2 */
+}
+/*
+Remove the inner padding in Chrome and Safari on macOS.
+*/
+::-webkit-search-decoration {
+  -webkit-appearance: none;
+}
+/*
+1. Correct the inability to style clickable types in iOS and Safari.
+2. Change font properties to `inherit` in Safari.
+*/
+::-webkit-file-upload-button {
+  -webkit-appearance: button;
+  /* 1 */
+  font: inherit;
+  /* 2 */
+}
+/*
+Add the correct display in Chrome and Safari.
+*/
+summary {
+  display: list-item;
+}
+/*
+Removes the default spacing and border for appropriate elements.
+*/
+blockquote,
+dl,
+dd,
+h1,
+h2,
+h3,
+h4,
+h5,
+h6,
+hr,
+figure,
+p,
+pre {
+  margin: 0;
+}
+fieldset {
+  margin: 0;
+  padding: 0;
+}
+legend {
+  padding: 0;
+}
+ol,
+ul,
+menu {
+  list-style: none;
+  margin: 0;
+  padding: 0;
+}
+/*
+Reset default styling for dialogs.
+*/
+dialog {
+  padding: 0;
+}
+/*
+Prevent resizing textareas horizontally by default.
+*/
+textarea {
+  resize: vertical;
+}
+/*
+1. Reset the default placeholder opacity in Firefox. (https://github.com/tailwindlabs/tailwindcss/issues/3300)
+2. Set the default placeholder color to the user's configured gray 400 color.
+*/
+input::-moz-placeholder, textarea::-moz-placeholder {
+  opacity: 1;
+  /* 1 */
+  color: #9ca3af;
+  /* 2 */
+}
+input::placeholder,
+textarea::placeholder {
+  opacity: 1;
+  /* 1 */
+  color: #9ca3af;
+  /* 2 */
+}
+/*
+Set the default cursor for buttons.
+*/
+button,
+[role="button"] {
+  cursor: pointer;
+}
+/*
+Make sure disabled buttons don't get the pointer cursor.
+*/
+:disabled {
+  cursor: default;
+}
+/*
+1. Make replaced elements `display: block` by default. (https://github.com/mozdevs/cssremedy/issues/14)
+2. Add `vertical-align: middle` to align replaced elements more sensibly by default. (https://github.com/jensimmons/cssremedy/issues/14#issuecomment-634934210)
+   This can trigger a poorly considered lint error in some tools but is included by design.
+*/
+img,
+svg,
+video,
+canvas,
+audio,
+iframe,
+embed,
+object {
+  display: block;
+  /* 1 */
+  vertical-align: middle;
+  /* 2 */
+}
+/*
+Constrain images and videos to the parent width and preserve their intrinsic aspect ratio. (https://github.com/mozdevs/cssremedy/issues/14)
+*/
+img,
+video {
+  max-width: 100%;
+  height: auto;
+}
+/* Make elements with the HTML hidden attribute stay hidden by default */
+[hidden] {
+  display: none;
+}
+*, ::before, ::after {
+  --tw-border-spacing-x: 0;
+  --tw-border-spacing-y: 0;
+  --tw-translate-x: 0;
+  --tw-translate-y: 0;
+  --tw-rotate: 0;
+  --tw-skew-x: 0;
+  --tw-skew-y: 0;
+  --tw-scale-x: 1;
+  --tw-scale-y: 1;
+  --tw-pan-x:  ;
+  --tw-pan-y:  ;
+  --tw-pinch-zoom:  ;
+  --tw-scroll-snap-strictness: proximity;
+  --tw-gradient-from-position:  ;
+  --tw-gradient-via-position:  ;
+  --tw-gradient-to-position:  ;
+  --tw-ordinal:  ;
+  --tw-slashed-zero:  ;
+  --tw-numeric-figure:  ;
+  --tw-numeric-spacing:  ;
+  --tw-numeric-fraction:  ;
+  --tw-ring-inset:  ;
+  --tw-ring-offset-width: 0px;
+  --tw-ring-offset-color: #fff;
+  --tw-ring-color: rgb(59 130 246 / 0.5);
+  --tw-ring-offset-shadow: 0 0 #0000;
+  --tw-ring-shadow: 0 0 #0000;
+  --tw-shadow: 0 0 #0000;
+  --tw-shadow-colored: 0 0 #0000;
+  --tw-blur:  ;
+  --tw-brightness:  ;
+  --tw-contrast:  ;
+  --tw-grayscale:  ;
+  --tw-hue-rotate:  ;
+  --tw-invert:  ;
+  --tw-saturate:  ;
+  --tw-sepia:  ;
+  --tw-drop-shadow:  ;
+  --tw-backdrop-blur:  ;
+  --tw-backdrop-brightness:  ;
+  --tw-backdrop-contrast:  ;
+  --tw-backdrop-grayscale:  ;
+  --tw-backdrop-hue-rotate:  ;
+  --tw-backdrop-invert:  ;
+  --tw-backdrop-opacity:  ;
+  --tw-backdrop-saturate:  ;
+  --tw-backdrop-sepia:  ;
+}
+::backdrop {
+  --tw-border-spacing-x: 0;
+  --tw-border-spacing-y: 0;
+  --tw-translate-x: 0;
+  --tw-translate-y: 0;
+  --tw-rotate: 0;
+  --tw-skew-x: 0;
+  --tw-skew-y: 0;
+  --tw-scale-x: 1;
+  --tw-scale-y: 1;
+  --tw-pan-x:  ;
+  --tw-pan-y:  ;
+  --tw-pinch-zoom:  ;
+  --tw-scroll-snap-strictness: proximity;
+  --tw-gradient-from-position:  ;
+  --tw-gradient-via-position:  ;
+  --tw-gradient-to-position:  ;
+  --tw-ordinal:  ;
+  --tw-slashed-zero:  ;
+  --tw-numeric-figure:  ;
+  --tw-numeric-spacing:  ;
+  --tw-numeric-fraction:  ;
+  --tw-ring-inset:  ;
+  --tw-ring-offset-width: 0px;
+  --tw-ring-offset-color: #fff;
+  --tw-ring-color: rgb(59 130 246 / 0.5);
+  --tw-ring-offset-shadow: 0 0 #0000;
+  --tw-ring-shadow: 0 0 #0000;
+  --tw-shadow: 0 0 #0000;
+  --tw-shadow-colored: 0 0 #0000;
+  --tw-blur:  ;
+  --tw-brightness:  ;
+  --tw-contrast:  ;
+  --tw-grayscale:  ;
+  --tw-hue-rotate:  ;
+  --tw-invert:  ;
+  --tw-saturate:  ;
+  --tw-sepia:  ;
+  --tw-drop-shadow:  ;
+  --tw-backdrop-blur:  ;
+  --tw-backdrop-brightness:  ;
+  --tw-backdrop-contrast:  ;
+  --tw-backdrop-grayscale:  ;
+  --tw-backdrop-hue-rotate:  ;
+  --tw-backdrop-invert:  ;
+  --tw-backdrop-opacity:  ;
+  --tw-backdrop-saturate:  ;
+  --tw-backdrop-sepia:  ;
+}
+.sr-only {
+  position: absolute;
+  width: 1px;
+  height: 1px;
+  padding: 0;
+  margin: -1px;
+  overflow: hidden;
+  clip: rect(0, 0, 0, 0);
+  white-space: nowrap;
+  border-width: 0;
+}
+.absolute {
+  position: absolute;
+}
+.relative {
+  position: relative;
+}
+.-top-2 {
+  top: -0.5rem;
+}
+.left-0 {
+  left: 0px;
+}
+.left-2 {
+  left: 0.5rem;
+}
+.z-10 {
+  z-index: 10;
+}
+.ml-3 {
+  margin-left: 0.75rem;
+}
+.mt-16 {
+  margin-top: 4rem;
+}
+.mt-4 {
+  margin-top: 1rem;
+}
+.block {
+  display: block;
+}
+.inline-block {
+  display: inline-block;
+}
+.flex {
+  display: flex;
+}
+.table {
+  display: table;
+}
+.hidden {
+  display: none;
+}
+.h-4 {
+  height: 1rem;
+}
+.h-5 {
+  height: 1.25rem;
+}
+.h-full {
+  height: 100%;
+}
+.max-h-screen {
+  max-height: 100vh;
+}
+.w-4 {
+  width: 1rem;
+}
+.w-5 {
+  width: 1.25rem;
+}
+.w-auto {
+  width: auto;
+}
+.w-fit {
+  width: -moz-fit-content;
+  width: fit-content;
+}
+.w-full {
+  width: 100%;
+}
+.flex-shrink {
+  flex-shrink: 1;
+}
+.flex-grow {
+  flex-grow: 1;
+}
+.cursor-pointer {
+  cursor: pointer;
+}
+.flex-row {
+  flex-direction: row;
+}
+.flex-col {
+  flex-direction: column;
+}
+.items-center {
+  align-items: center;
+}
+.justify-center {
+  justify-content: center;
+}
+.justify-between {
+  justify-content: space-between;
+}
+.gap-10 {
+  gap: 2.5rem;
+}
+.gap-2 {
+  gap: 0.5rem;
+}
+.gap-4 {
+  gap: 1rem;
+}
+.space-y-4 > :not([hidden]) ~ :not([hidden]) {
+  --tw-space-y-reverse: 0;
+  margin-top: calc(1rem * calc(1 - var(--tw-space-y-reverse)));
+  margin-bottom: calc(1rem * var(--tw-space-y-reverse));
+}
+.rounded-md {
+  border-radius: 0.375rem;
+}
+.border-0 {
+  border-width: 0px;
+}
+.border-gray-300 {
+  --tw-border-opacity: 1;
+  border-color: rgb(209 213 219 / var(--tw-border-opacity));
+}
+.bg-slate-800 {
+  --tw-bg-opacity: 1;
+  background-color: rgb(30 41 59 / var(--tw-bg-opacity));
+}
+.bg-white {
+  --tw-bg-opacity: 1;
+  background-color: rgb(255 255 255 / var(--tw-bg-opacity));
+}
+.p-3 {
+  padding: 0.75rem;
+}
+.p-8 {
+  padding: 2rem;
+}
+.px-1 {
+  padding-left: 0.25rem;
+  padding-right: 0.25rem;
+}
+.px-3 {
+  padding-left: 0.75rem;
+  padding-right: 0.75rem;
+}
+.px-4 {
+  padding-left: 1rem;
+  padding-right: 1rem;
+}
+.py-2 {
+  padding-top: 0.5rem;
+  padding-bottom: 0.5rem;
+}
+.py-2\.5 {
+  padding-top: 0.625rem;
+  padding-bottom: 0.625rem;
+}
+.text-left {
+  text-align: left;
+}
+.text-sm {
+  font-size: 0.875rem;
+  line-height: 1.25rem;
+}
+.text-xl {
+  font-size: 1.25rem;
+  line-height: 1.75rem;
+}
+.text-xs {
+  font-size: 0.75rem;
+  line-height: 1rem;
+}
+.font-medium {
+  font-weight: 500;
+}
+.font-semibold {
+  font-weight: 600;
+}
+.leading-6 {
+  line-height: 1.5rem;
+}
+.text-gray-400 {
+  --tw-text-opacity: 1;
+  color: rgb(156 163 175 / var(--tw-text-opacity));
+}
+.text-gray-900 {
+  --tw-text-opacity: 1;
+  color: rgb(17 24 39 / var(--tw-text-opacity));
+}
+.text-indigo-600 {
+  --tw-text-opacity: 1;
+  color: rgb(79 70 229 / var(--tw-text-opacity));
+}
+.text-white {
+  --tw-text-opacity: 1;
+  color: rgb(255 255 255 / var(--tw-text-opacity));
+}
+.shadow-sm {
+  --tw-shadow: 0 1px 2px 0 rgb(0 0 0 / 0.05);
+  --tw-shadow-colored: 0 1px 2px 0 var(--tw-shadow-color);
+  box-shadow: var(--tw-ring-offset-shadow, 0 0 #0000), var(--tw-ring-shadow, 0 0 #0000), var(--tw-shadow);
+}
+.ring-1 {
+  --tw-ring-offset-shadow: var(--tw-ring-inset) 0 0 0 var(--tw-ring-offset-width) var(--tw-ring-offset-color);
+  --tw-ring-shadow: var(--tw-ring-inset) 0 0 0 calc(1px + var(--tw-ring-offset-width)) var(--tw-ring-color);
+  box-shadow: var(--tw-ring-offset-shadow), var(--tw-ring-shadow), var(--tw-shadow, 0 0 #0000);
+}
+.ring-inset {
+  --tw-ring-inset: inset;
+}
+.ring-gray-300 {
+  --tw-ring-opacity: 1;
+  --tw-ring-color: rgb(209 213 219 / var(--tw-ring-opacity));
+}
+.filter {
+  filter: var(--tw-blur) var(--tw-brightness) var(--tw-contrast) var(--tw-grayscale) var(--tw-hue-rotate) var(--tw-invert) var(--tw-saturate) var(--tw-sepia) var(--tw-drop-shadow);
+}
+.placeholder\:text-gray-400::-moz-placeholder {
+  --tw-text-opacity: 1;
+  color: rgb(156 163 175 / var(--tw-text-opacity));
+}
+.placeholder\:text-gray-400::placeholder {
+  --tw-text-opacity: 1;
+  color: rgb(156 163 175 / var(--tw-text-opacity));
+}
+.first-of-type\:rounded-t-md:first-of-type {
+  border-top-left-radius: 0.375rem;
+  border-top-right-radius: 0.375rem;
+}
+.last-of-type\:rounded-b-md:last-of-type {
+  border-bottom-right-radius: 0.375rem;
+  border-bottom-left-radius: 0.375rem;
+}
+.hover\:bg-gray-500\/5:hover {
+  background-color: rgb(107 114 128 / 0.05);
+}
+.hover\:bg-slate-700:hover {
+  --tw-bg-opacity: 1;
+  background-color: rgb(51 65 85 / var(--tw-bg-opacity));
+}
+.focus\:ring-2:focus {
+  --tw-ring-offset-shadow: var(--tw-ring-inset) 0 0 0 var(--tw-ring-offset-width) var(--tw-ring-offset-color);
+  --tw-ring-shadow: var(--tw-ring-inset) 0 0 0 calc(2px + var(--tw-ring-offset-width)) var(--tw-ring-color);
+  box-shadow: var(--tw-ring-offset-shadow), var(--tw-ring-shadow), var(--tw-shadow, 0 0 #0000);
+}
+.focus\:ring-inset:focus {
+  --tw-ring-inset: inset;
+}
+.focus\:ring-indigo-600:focus {
+  --tw-ring-opacity: 1;
+  --tw-ring-color: rgb(79 70 229 / var(--tw-ring-opacity));
+}
+.focus-visible\:outline:focus-visible {
+  outline-style: solid;
+}
+.focus-visible\:outline-2:focus-visible {
+  outline-width: 2px;
+}
+.focus-visible\:outline-offset-2:focus-visible {
+  outline-offset: 2px;
+}
+.focus-visible\:outline-indigo-600:focus-visible {
+  outline-color: #4f46e5;
+}
+.disabled\:text-gray-500:disabled {
+  --tw-text-opacity: 1;
+  color: rgb(107 114 128 / var(--tw-text-opacity));
+}
+@media (min-width: 640px) {
+  .sm\:flex {
+    display: flex;
+  }
+  .sm\:items-center {
+    align-items: center;
+  }
+  .sm\:space-x-10 > :not([hidden]) ~ :not([hidden]) {
+    --tw-space-x-reverse: 0;
+    margin-right: calc(2.5rem * var(--tw-space-x-reverse));
+    margin-left: calc(2.5rem * calc(1 - var(--tw-space-x-reverse)));
+  }
+  .sm\:space-y-0 > :not([hidden]) ~ :not([hidden]) {
+    --tw-space-y-reverse: 0;
+    margin-top: calc(0px * calc(1 - var(--tw-space-y-reverse)));
+    margin-bottom: calc(0px * var(--tw-space-y-reverse));
+  }
+  .sm\:text-sm {
+    font-size: 0.875rem;
+    line-height: 1.25rem;
+  }
+  .sm\:leading-6 {
+    line-height: 1.5rem;
+  }
+}