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wangjiming
78
frontend/src/views/eval/create/BasicMetricSetupStep.vue
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78
frontend/src/views/eval/create/BasicMetricSetupStep.vue
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@@ -0,0 +1,78 @@
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<script setup lang="ts">
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import { ref } from 'vue'
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import type { FormInstance, FormRules } from 'element-plus'
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export interface BasicMetricSetupDraft {
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bleu_enabled: boolean
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bleu_n: number
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rouge_enabled: boolean
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rouge_methods: string[]
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cosine_enabled: boolean
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output_precision: number
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}
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defineProps<{
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disabled?: boolean
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}>()
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const form = defineModel<BasicMetricSetupDraft>({ required: true })
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const formRef = ref<FormInstance>()
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const rules: FormRules<BasicMetricSetupDraft> = {
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bleu_n: [{ required: true, type: 'number', min: 1, max: 8, message: 'BLEU ngram must be between 1 and 8', trigger: 'change' }],
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output_precision: [{ required: true, type: 'number', min: 0, max: 8, message: 'Precision must be between 0 and 8', trigger: 'change' }],
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}
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async function validate() {
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if (!formRef.value) return false
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try {
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return !!(await formRef.value.validate())
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} catch {
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return false
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}
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}
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defineExpose({ validate })
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</script>
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<template>
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<el-form
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ref="formRef"
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:model="form"
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:rules="rules"
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label-width="140px"
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class="basic-metric-form"
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:disabled="disabled"
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>
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<el-form-item label="BLEU">
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<el-switch v-model="form.bleu_enabled" />
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</el-form-item>
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<el-form-item v-if="form.bleu_enabled" label="BLEU ngram" prop="bleu_n">
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<el-input-number v-model="form.bleu_n" :min="1" :max="8" />
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</el-form-item>
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<el-form-item label="ROUGE">
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<el-switch v-model="form.rouge_enabled" />
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</el-form-item>
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<el-form-item v-if="form.rouge_enabled" label="ROUGE methods">
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<el-checkbox-group v-model="form.rouge_methods">
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<el-checkbox value="rouge_1">ROUGE-1</el-checkbox>
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<el-checkbox value="rouge_2">ROUGE-2</el-checkbox>
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<el-checkbox value="rouge_l">ROUGE-L</el-checkbox>
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</el-checkbox-group>
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</el-form-item>
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<el-form-item label="Cosine">
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<el-switch v-model="form.cosine_enabled" />
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</el-form-item>
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<el-form-item label="Output precision" prop="output_precision">
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<el-input-number v-model="form.output_precision" :min="0" :max="8" />
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</el-form-item>
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</el-form>
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</template>
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<style scoped>
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.basic-metric-form {
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max-width: 760px;
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}
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</style>
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215
frontend/src/views/eval/create/DimensionFormFields.vue
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215
frontend/src/views/eval/create/DimensionFormFields.vue
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@@ -0,0 +1,215 @@
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<script setup lang="ts">
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import { computed, defineAsyncComponent, watch } from 'vue'
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import { EVAL_METHODS, EVAL_METHOD_PROMPTS } from '@/constants/dimension'
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import { DIMENSION_TYPE_MAP } from '@/constants'
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import type { DimensionType, ModelItem } from '@/types'
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// 编辑器体积较大，仅在用户进入包含 Prompt 的指标配置时加载。
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const MdEditor = defineAsyncComponent(async () => {
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await import('md-editor-v3/lib/style.css')
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const module = await import('md-editor-v3')
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return module.MdEditor
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})
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export interface DimensionFormDraft {
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type: DimensionType | ''
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description: string
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eval_model: string
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eval_method: string | string[]
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eval_prompt: string
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is_active: boolean
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is_default: boolean
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bleu_n: number
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output_precision: number
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score_min: number
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score_max: number
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pass_threshold: number
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}
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const props = withDefaults(
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defineProps<{
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evalModels: ModelItem[]
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showDescription?: boolean
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showStatusSettings?: boolean
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allowedTypes?: DimensionType[]
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}>(),
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{
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showDescription: true,
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showStatusSettings: true,
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allowedTypes: () => ['classification', 'metric', 'text_similarity'],
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},
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)
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const form = defineModel<DimensionFormDraft>({ required: true })
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const SCORE_STEP = 0.5
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const typeOptions = computed(() =>
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Object.entries(DIMENSION_TYPE_MAP)
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.filter(([value]) => props.allowedTypes.includes(value as DimensionType))
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.map(([value, label]) => ({ value, label })),
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)
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const currentMethods = computed(() => (form.value.type ? EVAL_METHODS[form.value.type] || [] : []))
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/**
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* 指标类型变化时初始化对应的评估方式和 Prompt。
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* 同步执行可保证编辑页批量回填时，接口返回值最终覆盖默认值。
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*/
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watch(
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() => form.value.type,
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(type) => {
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if (!type) return
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const firstMethod = EVAL_METHODS[type]?.[0]?.value || ''
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form.value.eval_method = type === 'text_similarity' ? [firstMethod] : firstMethod
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if (type !== 'text_similarity' && EVAL_METHOD_PROMPTS[firstMethod]) {
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form.value.eval_prompt = EVAL_METHOD_PROMPTS[firstMethod]
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}
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},
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{ flush: 'sync' },
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)
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/** 评估方式变化时应用对应的预置 Prompt。 */
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watch(
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() => form.value.eval_method,
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(method) => {
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if (form.value.type === 'text_similarity' || !method) return
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const selectedMethod = Array.isArray(method) ? method[0] : method
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if (selectedMethod && EVAL_METHOD_PROMPTS[selectedMethod]) {
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form.value.eval_prompt = EVAL_METHOD_PROMPTS[selectedMethod]
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}
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},
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{ flush: 'sync' },
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)
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/** 始终保持评分区间合法，并把通过阈值收敛到当前区间内。 */
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watch(
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() => [form.value.type, form.value.score_min, form.value.score_max] as const,
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([type, scoreMin, scoreMax]) => {
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if (type !== 'metric') return
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if (scoreMax <= scoreMin) {
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form.value.score_max = scoreMin + SCORE_STEP
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return
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}
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form.value.pass_threshold = Math.min(
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Math.max(form.value.pass_threshold, scoreMin),
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scoreMax,
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)
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},
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{ flush: 'sync' },
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)
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</script>
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<template>
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<el-form-item label="指标类型" prop="type">
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<el-select v-model="form.type" placeholder="请选择指标类型" style="width: 100%">
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<el-option v-for="option in typeOptions" :key="option.value" :label="option.label" :value="option.value" />
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</el-select>
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</el-form-item>
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<el-form-item v-if="showDescription" label="描述">
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<el-input v-model="form.description" type="textarea" :rows="2" maxlength="200" show-word-limit />
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</el-form-item>
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<template v-if="form.type === 'classification' || form.type === 'metric'">
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<el-form-item label="选择大模型" prop="eval_model">
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<el-select v-model="form.eval_model" placeholder="请选择评测模型" filterable style="width: 100%">
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<el-option v-for="model in evalModels" :key="model.id" :label="model.name" :value="model.name" />
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</el-select>
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</el-form-item>
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<el-form-item label="评估方式" prop="eval_method">
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<el-radio-group v-model="(form.eval_method as string)">
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<el-radio v-for="method in currentMethods" :key="method.value" :value="method.value">
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{{ method.name }}
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<span class="method-desc">{{ method.desc }}</span>
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</el-radio>
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</el-radio-group>
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</el-form-item>
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<el-form-item label="评估 Prompt" prop="eval_prompt">
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<MdEditor
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v-model="form.eval_prompt"
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language="zh-CN"
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:toolbars-exclude="['github', 'save']"
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style="height: 320px"
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/>
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</el-form-item>
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</template>
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<template v-if="form.type === 'text_similarity'">
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<el-form-item label="评估方式" prop="eval_method">
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<el-checkbox-group v-model="(form.eval_method as string[])">
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<el-checkbox v-for="method in currentMethods" :key="method.value" :value="method.value">
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{{ method.name }}
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<span class="method-desc">{{ method.desc }}</span>
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</el-checkbox>
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</el-checkbox-group>
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</el-form-item>
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<el-form-item label="BLEU n-gram">
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<el-select v-model="form.bleu_n" style="width: 160px">
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<el-option :value="1" label="1-gram" />
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<el-option :value="2" label="2-gram" />
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<el-option :value="3" label="3-gram" />
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<el-option :value="4" label="4-gram" />
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</el-select>
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</el-form-item>
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<el-form-item label="输出精度">
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<el-select v-model="form.output_precision" style="width: 160px">
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<el-option :value="1" label="1 位小数" />
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<el-option :value="2" label="2 位小数" />
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<el-option :value="3" label="3 位小数" />
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<el-option :value="4" label="4 位小数" />
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</el-select>
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</el-form-item>
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</template>
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<template v-if="form.type === 'metric'">
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<el-form-item label="评分最小值" prop="score_min">
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<el-input-number
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v-model="form.score_min"
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:min="0"
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:max="Math.max(form.score_max - SCORE_STEP, 0)"
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:step="SCORE_STEP"
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style="width: 160px"
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/>
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</el-form-item>
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<el-form-item label="评分最大值" prop="score_max">
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<el-input-number
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v-model="form.score_max"
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:min="form.score_min + SCORE_STEP"
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:step="SCORE_STEP"
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style="width: 160px"
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/>
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</el-form-item>
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<el-form-item label="通过阈值" prop="pass_threshold">
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<div style="width: 100%">
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<el-slider
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v-model="form.pass_threshold"
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:min="form.score_min"
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:max="form.score_max"
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:step="0.5"
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show-input
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:show-input-controls="false"
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/>
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</div>
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</el-form-item>
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</template>
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<template v-if="showStatusSettings">
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<el-form-item label="启用该维度">
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<el-switch v-model="form.is_active" />
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</el-form-item>
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<el-form-item label="设为默认">
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<el-switch v-model="form.is_default" />
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</el-form-item>
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</template>
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</template>
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<style scoped>
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.method-desc {
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color: #909399;
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font-size: 12px;
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margin-left: 6px;
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}
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</style>
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67
frontend/src/views/eval/create/EvalRuleSetupStep.vue
Normal file
67
frontend/src/views/eval/create/EvalRuleSetupStep.vue
Normal file
@@ -0,0 +1,67 @@
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<script setup lang="ts">
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import { ref } from 'vue'
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import type { FormInstance, FormRules } from 'element-plus'
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import DimensionFormFields, { type DimensionFormDraft } from './DimensionFormFields.vue'
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import type { DimensionType, ModelItem } from '@/types'
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export type EvalRuleSetupDraft = DimensionFormDraft
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defineProps<{
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evalModels: ModelItem[]
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disabled?: boolean
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}>()
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const form = defineModel<EvalRuleSetupDraft>({ required: true })
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const newFormRef = ref<FormInstance>()
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const LLM_METRIC_TYPES: DimensionType[] = ['classification', 'metric']
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const dimensionRules: FormRules<DimensionFormDraft> = {
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type: [{ required: true, message: '请选择大模型评测指标类型', trigger: 'change' }],
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eval_model: [{ required: true, message: '请选择评测大模型', trigger: 'change' }],
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eval_method: [{ required: true, message: '请选择评估方式', trigger: 'change' }],
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eval_prompt: [{ required: true, message: '请填写评估 Prompt', trigger: 'blur' }],
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}
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async function validate() {
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if (!newFormRef.value) return false
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try {
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return !!(await newFormRef.value.validate())
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} catch {
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return false
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}
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}
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defineExpose({ validate })
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</script>
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<template>
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<div class="rule-step">
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<el-form
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ref="newFormRef"
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:model="form"
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:rules="dimensionRules"
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label-width="130px"
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class="step-form step-form-wide"
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:disabled="disabled"
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scroll-to-error
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>
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<DimensionFormFields
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v-model="form"
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:eval-models="evalModels"
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:show-description="false"
|
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:show-status-settings="false"
|
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:allowed-types="LLM_METRIC_TYPES"
|
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/>
|
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</el-form>
|
||||
</div>
|
||||
</template>
|
||||
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<style scoped>
|
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.step-form {
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max-width: 760px;
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}
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.step-form-wide {
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max-width: 920px;
|
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}
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</style>
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163
frontend/src/views/eval/create/EvalTaskSetupStep.vue
Normal file
163
frontend/src/views/eval/create/EvalTaskSetupStep.vue
Normal file
@@ -0,0 +1,163 @@
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<script setup lang="ts">
|
||||
import { ref, watch } from 'vue'
|
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import type { FormInstance, FormRules } from 'element-plus'
|
||||
import type { DatasetItem, GpuInfo, TrainedModel } from '@/types'
|
||||
|
||||
export interface EvalTaskSetupDraft {
|
||||
eval_task_name: string
|
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model_id: string | number
|
||||
gpu_id: string | number
|
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data_source: 'dataset' | 'inference'
|
||||
dataset_id: string | number
|
||||
leaderboard: boolean
|
||||
}
|
||||
|
||||
defineProps<{
|
||||
trainedModels: TrainedModel[]
|
||||
evalDatasets: DatasetItem[]
|
||||
gpus: GpuInfo[]
|
||||
loading?: boolean
|
||||
disabled?: boolean
|
||||
}>()
|
||||
|
||||
const form = defineModel<EvalTaskSetupDraft>({ required: true })
|
||||
const formRef = ref<FormInstance>()
|
||||
|
||||
const rules: FormRules<EvalTaskSetupDraft> = {
|
||||
eval_task_name: [
|
||||
{ required: true, message: '请输入任务名称', trigger: 'blur' },
|
||||
{ max: 50, message: '任务名称不超过 50 个字符', trigger: 'blur' },
|
||||
],
|
||||
model_id: [{ required: true, message: '请选择评测模型', trigger: 'change' }],
|
||||
gpu_id: [{ required: true, message: '请选择 GPU', trigger: 'change' }],
|
||||
dataset_id: [
|
||||
{
|
||||
validator: (_rule, value, callback) => {
|
||||
if (form.value.data_source === 'dataset' && (value === '' || value === null || value === undefined)) {
|
||||
callback(new Error('请选择评测数据集'))
|
||||
return
|
||||
}
|
||||
callback()
|
||||
},
|
||||
trigger: 'change',
|
||||
},
|
||||
],
|
||||
}
|
||||
|
||||
watch(
|
||||
() => form.value.data_source,
|
||||
(source) => {
|
||||
if (source !== 'dataset') {
|
||||
form.value.dataset_id = ''
|
||||
formRef.value?.clearValidate('dataset_id')
|
||||
}
|
||||
},
|
||||
)
|
||||
|
||||
async function validate() {
|
||||
if (!formRef.value) return false
|
||||
try {
|
||||
const valid = await formRef.value.validate()
|
||||
return !!valid
|
||||
} catch {
|
||||
return false
|
||||
}
|
||||
}
|
||||
|
||||
defineExpose({ validate })
|
||||
</script>
|
||||
|
||||
<template>
|
||||
<el-form
|
||||
ref="formRef"
|
||||
:model="form"
|
||||
:rules="rules"
|
||||
label-width="120px"
|
||||
class="step-form"
|
||||
:disabled="disabled"
|
||||
scroll-to-error
|
||||
>
|
||||
<el-form-item label="任务名称" prop="eval_task_name">
|
||||
<el-input v-model="form.eval_task_name" placeholder="请输入任务名称" maxlength="50" show-word-limit />
|
||||
</el-form-item>
|
||||
|
||||
<el-form-item label="评测模型" prop="model_id">
|
||||
<el-select
|
||||
v-model="form.model_id"
|
||||
placeholder="请选择已训练且已合并的模型"
|
||||
filterable
|
||||
style="width: 100%"
|
||||
:loading="loading"
|
||||
>
|
||||
<el-option
|
||||
v-for="model in trainedModels"
|
||||
:key="model.id"
|
||||
:label="model.name"
|
||||
:value="model.id"
|
||||
:disabled="!model.merged"
|
||||
/>
|
||||
</el-select>
|
||||
<div class="field-tip">未完成合并的模型不可用于评测。</div>
|
||||
</el-form-item>
|
||||
|
||||
<el-form-item label="选择 GPU" prop="gpu_id">
|
||||
<el-select v-model="form.gpu_id" placeholder="请选择 GPU" style="width: 100%" :loading="loading">
|
||||
<el-option
|
||||
v-for="(gpu, index) in gpus"
|
||||
:key="index"
|
||||
:label="`${gpu.name} (GPU ${index})`"
|
||||
:value="index"
|
||||
/>
|
||||
</el-select>
|
||||
</el-form-item>
|
||||
|
||||
<el-form-item label="数据来源">
|
||||
<el-radio-group v-model="form.data_source">
|
||||
<el-radio value="dataset">评测数据集</el-radio>
|
||||
<el-radio value="inference">推理结果集</el-radio>
|
||||
</el-radio-group>
|
||||
</el-form-item>
|
||||
|
||||
<el-form-item v-if="form.data_source === 'dataset'" label="评测数据集" prop="dataset_id">
|
||||
<el-select
|
||||
v-model="form.dataset_id"
|
||||
placeholder="请选择评测数据集"
|
||||
filterable
|
||||
style="width: 100%"
|
||||
:loading="loading"
|
||||
>
|
||||
<el-option v-for="dataset in evalDatasets" :key="dataset.id" :label="dataset.name" :value="dataset.id" />
|
||||
</el-select>
|
||||
</el-form-item>
|
||||
|
||||
<el-alert
|
||||
v-else
|
||||
title="将使用该模型最近一次可用的推理结果集。"
|
||||
type="info"
|
||||
:closable="false"
|
||||
show-icon
|
||||
class="source-alert"
|
||||
/>
|
||||
|
||||
<el-form-item label="加入排行榜">
|
||||
<el-switch v-model="form.leaderboard" />
|
||||
</el-form-item>
|
||||
</el-form>
|
||||
</template>
|
||||
|
||||
<style scoped>
|
||||
.step-form {
|
||||
max-width: 760px;
|
||||
}
|
||||
|
||||
.field-tip {
|
||||
color: #909399;
|
||||
font-size: 12px;
|
||||
line-height: 20px;
|
||||
}
|
||||
|
||||
.source-alert {
|
||||
margin: -4px 0 20px 120px;
|
||||
max-width: 640px;
|
||||
}
|
||||
</style>
|
||||
49
frontend/src/views/eval/create/StartEvalStep.vue
Normal file
49
frontend/src/views/eval/create/StartEvalStep.vue
Normal file
@@ -0,0 +1,49 @@
|
||||
<script setup lang="ts">
|
||||
import type { DatasetItem, GpuInfo, ModelItem, TrainedModel } from '@/types'
|
||||
import type { BasicMetricSetupDraft } from './BasicMetricSetupStep.vue'
|
||||
import type { EvalRuleSetupDraft } from './EvalRuleSetupStep.vue'
|
||||
import type { EvalTaskSetupDraft } from './EvalTaskSetupStep.vue'
|
||||
|
||||
const props = defineProps<{
|
||||
task: EvalTaskSetupDraft
|
||||
llmMetric: EvalRuleSetupDraft
|
||||
basicMetrics: BasicMetricSetupDraft
|
||||
trainedModels: TrainedModel[]
|
||||
evalDatasets: DatasetItem[]
|
||||
evalModels: ModelItem[]
|
||||
gpus: GpuInfo[]
|
||||
}>()
|
||||
|
||||
function nameOf<T extends { id: string | number; name?: string }>(items: T[], id: string | number) {
|
||||
return items.find((item) => item.id === id)?.name || String(id || '-')
|
||||
}
|
||||
</script>
|
||||
|
||||
<template>
|
||||
<div class="start-eval-step">
|
||||
<el-descriptions :column="2" border>
|
||||
<el-descriptions-item label="Task">{{ props.task.eval_task_name || '-' }}</el-descriptions-item>
|
||||
<el-descriptions-item label="Model">{{ nameOf(props.trainedModels, props.task.model_id) }}</el-descriptions-item>
|
||||
<el-descriptions-item label="GPU">GPU {{ props.task.gpu_id || 0 }}</el-descriptions-item>
|
||||
<el-descriptions-item label="Dataset">
|
||||
{{ props.task.data_source === 'dataset' ? nameOf(props.evalDatasets, props.task.dataset_id) : 'Inference results' }}
|
||||
</el-descriptions-item>
|
||||
<el-descriptions-item label="Eval model">{{ nameOf(props.evalModels, props.llmMetric.eval_model || '') }}</el-descriptions-item>
|
||||
<el-descriptions-item label="Eval method">{{ props.llmMetric.eval_method || '-' }}</el-descriptions-item>
|
||||
<el-descriptions-item label="Basic metrics" :span="2">
|
||||
<el-space wrap>
|
||||
<el-tag v-if="props.basicMetrics.bleu_enabled">BLEU-{{ props.basicMetrics.bleu_n }}</el-tag>
|
||||
<el-tag v-if="props.basicMetrics.rouge_enabled">{{ props.basicMetrics.rouge_methods.join(', ') }}</el-tag>
|
||||
<el-tag v-if="props.basicMetrics.cosine_enabled">Cosine</el-tag>
|
||||
<el-tag effect="plain">Precision {{ props.basicMetrics.output_precision }}</el-tag>
|
||||
</el-space>
|
||||
</el-descriptions-item>
|
||||
</el-descriptions>
|
||||
</div>
|
||||
</template>
|
||||
|
||||
<style scoped>
|
||||
.start-eval-step {
|
||||
max-width: 920px;
|
||||
}
|
||||
</style>
|
||||
Reference in New Issue
Block a user