Files
YG_FT/frontend/src/views/eval/create/BasicMetricSetupStep.vue
wuyongtao 0c39f2f5b9 feat: 模型评测端到端闭环 — EvalRunner引擎 + 算力节点Job执行 + 结果回写
算力节点 (compute):
- 新建 eval_runner.py: 评测执行引擎,作为subprocess运行
  - 加载模型 + JSONL数据集 + 逐样本推理
  - BLEU/ROUGE/Cosine基础指标计算
  - LLM Judge评分(OpenAI兼容API调用)
  - 结果写入eval_results.json
- adapter.py: build_command新增engine=eval分支
- main.py: 新增/json模块导入,新增/compute/files/read端点,eval job校验

后端:
- platform.py: 重写startEval提交eval job到算力节点
  - 支持models表和trained_models表查找
  - 已合并模型不传adapter路径
- platform_store.py: 新增update_eval_task/running_eval_tasks/apply_eval_job_result
- sync.py: poller新增eval job同步,异步读取eval_results.json回写结果

前端:
- EvalCreateView/DimensionCreateView: eval模型过滤扩展(API类型+api_url)
- EvalCreateView: GPU过滤在线节点空闲GPU
- EvalTaskSetupStep: GPU value从数组index改为gpu.id
- BasicMetricSetupStep: ROUGE方法名修正(rouge_1→rouge1)
- EvalView: 新增5秒轮询刷新

Co-Authored-By: Claude <noreply@anthropic.com>
2026-07-28 19:34:41 +08:00

79 lines
2.1 KiB
Vue

<script setup lang="ts">
import { ref } from 'vue'
import type { FormInstance, FormRules } from 'element-plus'
export interface BasicMetricSetupDraft {
bleu_enabled: boolean
bleu_n: number
rouge_enabled: boolean
rouge_methods: string[]
cosine_enabled: boolean
output_precision: number
}
defineProps<{
disabled?: boolean
}>()
const form = defineModel<BasicMetricSetupDraft>({ required: true })
const formRef = ref<FormInstance>()
const rules: FormRules<BasicMetricSetupDraft> = {
bleu_n: [{ required: true, type: 'number', min: 1, max: 8, message: 'BLEU ngram must be between 1 and 8', trigger: 'change' }],
output_precision: [{ required: true, type: 'number', min: 0, max: 8, message: 'Precision must be between 0 and 8', trigger: 'change' }],
}
async function validate() {
if (!formRef.value) return false
try {
return !!(await formRef.value.validate())
} catch {
return false
}
}
defineExpose({ validate })
</script>
<template>
<el-form
ref="formRef"
:model="form"
:rules="rules"
label-width="140px"
class="basic-metric-form"
:disabled="disabled"
>
<el-form-item label="BLEU">
<el-switch v-model="form.bleu_enabled" />
</el-form-item>
<el-form-item v-if="form.bleu_enabled" label="BLEU ngram" prop="bleu_n">
<el-input-number v-model="form.bleu_n" :min="1" :max="8" />
</el-form-item>
<el-form-item label="ROUGE">
<el-switch v-model="form.rouge_enabled" />
</el-form-item>
<el-form-item v-if="form.rouge_enabled" label="ROUGE methods">
<el-checkbox-group v-model="form.rouge_methods">
<el-checkbox value="rouge1">ROUGE-1</el-checkbox>
<el-checkbox value="rouge2">ROUGE-2</el-checkbox>
<el-checkbox value="rougeL">ROUGE-L</el-checkbox>
</el-checkbox-group>
</el-form-item>
<el-form-item label="Cosine">
<el-switch v-model="form.cosine_enabled" />
</el-form-item>
<el-form-item label="Output precision" prop="output_precision">
<el-input-number v-model="form.output_precision" :min="0" :max="8" />
</el-form-item>
</el-form>
</template>
<style scoped>
.basic-metric-form {
max-width: 760px;
}
</style>