xtremedistil-l6-h384-uncased-finetuned-squad Open-source Model

Xtremedistil L6 H384 Uncased Finetuned Squad

Developed by tachyon-11

This model is a fine-tuned version of microsoft/xtremedistil-l6-h384-uncased on the SQuAD dataset, primarily used for question answering tasks.

Question Answering System

Transformers

Open Source License:MIT #Question Answering System #Lightweight Model #Reading Comprehension

Downloads 20

Release Time : 1/7/2023

Model Overview

This is a fine-tuned question answering model based on Microsoft's xtremedistil-l6-h384-uncased model, optimized on the SQuAD dataset.

Model Features

Efficient Distillation

Based on Microsoft's xtremedistil model, it maintains high performance while reducing model size.

Question Answering Optimization

Fine-tuned on the SQuAD dataset, specifically optimized for question answering tasks.

Lightweight

Compared to the original BERT model, it has fewer parameters and higher operational efficiency.

Model Capabilities

Reading Comprehension

Question Answering System

Text Understanding

Use Cases

Education

Automated Answering System

Can be used to build automated answering systems in the education field

Loss of 1.1358 on the SQuAD evaluation set

Customer Service

Intelligent Customer Service Q&A

Can be used to build knowledge-based intelligent customer service systems

Training Loss	Epoch	Step	Validation Loss
1.3293	1.0	5533	1.2426
1.1701	2.0	11066	1.1534
1.0713	3.0	16599	1.1358

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Xtremedistil L6 H384 Uncased Finetuned Squad

Model Overview

Model Features

Model Capabilities

Use Cases

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Training and evaluation data

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