EasyEdit
Enrichment pending[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
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Trust & integrity
Full report- Maintenance
- Very active (2d since push)
- As of today · Source: github_public_v1
- Provenance
- Not a fork · Organization account
- As of today · Source: github_public_v1
- Security (OSV)
- 25 low (25 low)
- As of today · Source: osv@v1
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Overview
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
Capability facts
- Deploy
- Self-host
Source: dockerfile:Dockerfile · Jul 11, 2026
- Docker
- Dockerfile present
Source: dockerfile:Dockerfile · Jul 11, 2026
- Languages
- jupyter notebook
Source: github.language · Jul 11, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Jul 11, 2026)
**Note: Please use Python 3.9+ for EasyEdit**Source link
Tags
README
Requirements
🔧Pip Installation
Note: Please use Python 3.9+ for EasyEdit To get started with pip, simply install conda and run:
git clone https://github.com/zjunlp/EasyEdit.git
cd EasyEdit
conda create -n EasyEdit python=3.10
conda activate EasyEdit
pip install -r requirements.txt
⚡uv Installation
You can also use uv for faster dependency installation:
git clone https://github.com/zjunlp/EasyEdit.git
cd EasyEdit
conda create -n EasyEdit python=3.10
conda activate EasyEdit
pip install uv
uv pip install --torch-backend cu128 -r requirements.txt
If you are installing for a CPU-only environment, replace the last command with:
uv pip install --torch-backend cpu -r requirements.txt
After installation, you can verify the environment with:
uv pip check
Editing GPU memory usage
Our results are all based on the default configuration
| llama-2-7B | chatglm2 | gpt-j-6b | gpt-xl | |
|---|---|---|---|---|
| FT | 60GB | 58GB | 55GB | 7GB |
| SERAC | 42GB | 32GB | 31GB | 10GB |
| IKE | 52GB | 38GB | 38GB | 10GB |
| MEND | 46GB | 37GB | 37GB | 13GB |
| KN | 42GB | 39GB | 40GB | 12GB |
| ROME | 31GB | 29GB | 27GB | 10GB |
| MEMIT | 33GB | 31GB | 31GB | 11GB |
| AdaLoRA | 29GB | 24GB | 25GB | 8GB |
| GRACE | 27GB | 23GB | 6GB | |
| WISE | 34GB | 27GB | 7GB |