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Ernie

Ernie is the repository for the ERNIE 4.5 model family and ERNIEKit, a PaddlePaddle-based development toolkit for model training and deployment workflows.

Independent OpenViST project profile, based on linked sources.

Ernie — OpenViST project profile in AI Models.
OpenViST project illustration. See the linked sources for product details.
Understand the project

Practical overview

When it fits

Use the repository when selecting an ERNIE 4.5 model or investigating a PaddlePaddle-based training workflow with ERNIEKit.

Who it is for

  • Developers exploring language or vision-language models.
  • Teams building PaddlePaddle-based model training or fine-tuning workflows.

Documented uses

  • Review ERNIE 4.5 model variants and their input and output modalities.
  • Find ERNIEKit resources for supervised fine-tuning and function-call training.
  • Follow repository links to model, training, and deployment resources.
Before you choose

Requirements & limits

The repository and models are identified as open source under Apache 2.0.

  • The listed language models take text as input and produce text; vision-language variants accept text, images, and video and produce text.
  • The repository lists a 128K context window for the models shown.
  • ERNIEKit is based on PaddlePaddle, and deployment resources are linked separately through PaddlePaddle FastDeploy.

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

Source-based practical guide

Train an ERNIE 4.5 0.3B model with ERNIEKit

Download the listed model and start supervised fine-tuning with the provided 8K sequence-length configuration.

Before you start

  • ERNIEKit installed successfully.
  • Access to download the Hugging Face model baidu/ERNIE-4.5-0.3B-Paddle.

Steps

  1. Download baidu/ERNIE-4.5-0.3B-Paddle to the local directory baidu/ERNIE-4.5-0.3B-Paddle using huggingface-cli.

  2. Start training with erniekit train examples/configs/ERNIE-4.5-0.3B/sft/run_sft_8k.yaml.

Expected outcome

ERNIEKit begins training the model using the provided SFT configuration.

Guide limitations

  • For installation and further CLI guidance, consult the ERNIEKit Training Document.
Evidence and transparency

Sources & review

Source record details
Source availability
Active
Sources checked
7 October 2026
Original website title
PaddlePaddle/ERNIE · Official homepage title · retained in its source language