用作多模型对比 当模型对比时,同样也是使用load方法进行加载。 目前,支持两种对比方式,一种是exact_match,对比两个模型在同一数据集上预测结果的一致程度,令一种是mcnemar(配对卡方检验),用来衡量两个模型在同一数据集上的差异,会输出一个p值,该值的范围是0-1,越小表示差异越明显。 使用上与作为评估指标时基本...
Task-specific metrics, which are limited to a given task, such as Machine Translation (often evaluated using metrics BLEU or ROUGE) or Named Entity Recognition (often evaluated with seqeval). Dataset-specific metrics, which aim to measure model performance on specific benchmarks: for instance, th...
evaluate中的每个指标都是一个单独的Python模块,通过 evaluate.load()(点击查看文档) 函数快速加载,其中load函数的常用参数如下: path:必选,str类型。可以是指标名(如 accuracy 或社区的铁汁们贡献 的muyaostudio/myeval),如果源码安装还可以是路径名(如./metrics/rouge 或./metrics/rogue/rouge.py)。我用的后者...
The official repo of Qwen-7B (通义千问-7B) chat & pretrained large language model proposed by Alibaba Cloud. - Qwen-7B/eval/evaluate_plugin.py at main · 5102a/Qwen-7B
import argparse import json from typing import List import torch from nltk.translate.bleu_score import corpus_bleu, SmoothingFunction, sentence_bleu import spacy import tqdm import numpy as np import rouge import edlib import os import pandas as pd import re import glob from pytorch_pretrained_bert...
RougeScoreEvaluatorN/ARequired: StringN/ARequired: String GleuScoreEvaluatorN/ARequired: StringN/ARequired: String BleuScoreEvaluatorN/ARequired: StringN/ARequired: String MeteorScoreEvaluatorN/ARequired: StringN/ARequired: String SimilarityEvaluatorRequired: StringRequired: StringN/ARequired: String ...
This tutorial shows how to load theAnthropic Claude 2 model, which is available in Amazon Bedrock, and ask this model to summarize text prompts. Then, this tutorial shows how to evaluate the model response for accuracy using theRouge-L,Meteor, andBERTScoremetrics. ...
RougeScoreEvaluatorN/ARequired: StringN/ARequired: String GleuScoreEvaluatorN/ARequired: StringN/ARequired: String BleuScoreEvaluatorN/ARequired: StringN/ARequired: String MeteorScoreEvaluatorN/ARequired: StringN/ARequired: String SimilarityEvaluatorRequired: StringRequired: StringN/ARequired: String ...
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RougeScoreEvaluatorN/ARequired: StringN/ARequired: String GleuScoreEvaluatorN/ARequired: StringN/ARequired: String BleuScoreEvaluatorN/ARequired: StringN/ARequired: String MeteorScoreEvaluatorN/ARequired: StringN/ARequired: String SimilarityEvaluatorRequired: StringRequired: StringN/ARequired: String ...