interactive-transformer
所属分类：人工智能/神经网络/深度学习
开发工具：Svelte
文件大小：0KB
下载次数：0
上传日期：2023-10-21 12:53:22
上 传 者：
sh-1993
说明： 用于理解和解释transformer的可视化界面，
(A visual interface for understanding and interpreting Transformers,)
文件列表:
python/ (0, 2023-10-21)
python/circuit-lab/ (0, 2023-10-21)
python/circuit-lab/__init__.py (0, 2023-10-21)
python/main.py (4190, 2023-10-21)
python/poetry.lock (265342, 2023-10-21)
python/pyproject.toml (428, 2023-10-21)
python/tests/ (0, 2023-10-21)
python/tests/__init__.py (0, 2023-10-21)
svelte/ (0, 2023-10-21)
svelte/.eslintignore (160, 2023-10-21)
svelte/.eslintrc.cjs (269, 2023-10-21)
svelte/.npmrc (19, 2023-10-21)
svelte/.prettierignore (160, 2023-10-21)
svelte/.prettierrc (233, 2023-10-21)
svelte/components.json (273, 2023-10-21)
svelte/package-lock.json (106189, 2023-10-21)
svelte/package.json (1577, 2023-10-21)
svelte/postcss.config.cjs (320, 2023-10-21)
svelte/src/ (0, 2023-10-21)
svelte/src/app.html (329, 2023-10-21)
svelte/src/app.postcss (1636, 2023-10-21)
svelte/src/lib/ (0, 2023-10-21)
svelte/src/lib/TransmissionMaterial.js (12667, 2023-10-21)
svelte/src/lib/components/ (0, 2023-10-21)
svelte/src/lib/components/charts/ (0, 2023-10-21)
svelte/src/lib/components/charts/attention-map-canvas.svelte (1093, 2023-10-21)
svelte/src/lib/components/charts/attention-map-webgl-v1.svelte (4736, 2023-10-21)
svelte/src/lib/components/charts/attention-map-webgl.svelte (5478, 2023-10-21)
svelte/src/lib/components/charts/attention-view.svelte (2999, 2023-10-21)
svelte/src/lib/components/charts/color-legend.svelte (6246, 2023-10-21)
svelte/src/lib/components/charts/heatmap.svelte (5585, 2023-10-21)
svelte/src/lib/components/charts/logit-attribution-view.svelte (2015, 2023-10-21)
svelte/src/lib/components/charts/mesh-line.svelte (391, 2023-10-21)
svelte/src/lib/components/charts/rect-canvas.svelte (328, 2023-10-21)
svelte/src/lib/components/charts/spark-color-legend.svelte (345, 2023-10-21)
... ...
# The Interactive Transformer
work in progress
https://github.com/yizhe-ang/interactive-transformer/assets/17507891/e49ba173-a015-467b-b8f6-32f6cbd6fcf3
## Setup
```bash
git clone https://github.com/yizhe-ang/interactive-transformer.git
```
### Launch Backend
```bash
cd python
```
Install Python environment
```bash
poetry install
```
For non-CUDA CPU version, additionally run:
```bash
poetry source add -p explicit pytorch https://download.pytorch.org/whl/cpu
poetry add --source pytorch torch torchvision
```
Launch the backend server
```bash
poetry shell
uvicorn main:app --reload
```
### Launch Application
```bash
cd svelte
```
Install dependencies
```bash
npm install --force
```
Launch application
```bash
npm run dev
```
The application will run by default on http://localhost:5173/
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