jfeil's picture
Update README.md
a7b4fda verified
|
raw
history blame
1.29 kB
metadata
tags:
  - mt5
  - adapter-transformers
  - DefinitionGeneration
  - definition-modeling
license: gpl-3.0
language:
  - de
base_model:
  - google/mt5-base
datasets:
  - jfeil/GermanDefinitionGeneration-Wiktionary

Adapter jfeil/GermanDefinitionGeneration-Wiktionary for google/mt5-base

An adapter for the google/mt5-base model that was trained on the jfeil/GermanDefinitionGeneration-Wiktionary dataset.

This adapter was created for usage with the Adapters library.

Usage

First, install adapters:

pip install -U adapters

Now, the adapter can be loaded and activated like this:

from adapters import AutoAdapterModel

model = AutoAdapterModel.from_pretrained("google/mt5-base")
adapter_name = model.load_adapter("jfeil/GermanDefinitionGeneration-Wiktionary", source="hf", set_active=True)

Architecture & Training

Optimal Inferencing Parameters

  • num_beams 5
  • repetition_penalty 1.5
  • Prompt: Was ist die Definition von ?

Evaluation results

Citation