Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/ssbuild/clip_finetuning
https://github.com/ssbuild/clip_finetuning
clip
Last synced: 4 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/ssbuild/clip_finetuning
- Owner: ssbuild
- License: apache-2.0
- Created: 2023-10-19T16:07:49.000Z (about 1 year ago)
- Default Branch: dev
- Last Pushed: 2024-04-23T16:20:02.000Z (7 months ago)
- Last Synced: 2024-04-28T04:59:05.678Z (7 months ago)
- Topics: clip
- Language: Python
- Homepage:
- Size: 13.4 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.MD
- License: LICENSE
Awesome Lists containing this project
README
## update information
- [deep_training](https://github.com/ssbuild/deep_training)
```text
2023-04-22 简化
2023-10-22 initial
```
## install
- pip install -U -r requirements.txt
- 如果无法安装， 可以切换官方源 pip install -i https://pypi.org/simple -U -r requirements.txt
## weigtht select one is suitable for you
支持且不限于以下权重
- [clip-vit-large-patch14](https://huggingface.co/openai/clip-vit-large-patch14)
- [chinese-clip-vit-large-patch14](https://huggingface.co/OFA-Sys/chinese-clip-vit-large-patch14)
- [chinese-clip-vit-huge-patch14](https://huggingface.co/OFA-Sys/chinese-clip-vit-huge-patch14)
## data sample
open_data https://github.com/ssbuild/open_data
单条数据示例
```text
p prefix optional
text must
img must
```
```json
{"id": 1, "p": "", "text": "图中是一只拉布拉多犬", "img": "../assets/demo.jpeg"}
```
## infer
# infer_finetuning.py 推理微调模型
# infer_lora_finetuning.py 推理微调模型
# infer_ptuning.py 推理p-tuning-v2微调模型
python infer_finetuning.py
## training
```text
# 制作数据
cd scripts
bash train_full.sh -m dataset
or
bash train_lora.sh -m dataset
or
bash train_ptv2.sh -m dataset
注: num_process_worker 为多进程制作数据 ， 如果数据量较大 ， 适当调大至cpu数量
dataHelper.make_dataset_with_args(data_args.train_file,mixed_data=False, shuffle=True,mode='train',num_process_worker=0)
# 全参数训练
bash train_full.sh
# lora adalora ia3
bash train_lora.sh
# ptv2
bash train_ptv2.sh
```
## 训练参数
[训练参数](args.MD)
## 友情链接
- [pytorch-task-example](https://github.com/ssbuild/pytorch-task-example)
- [tf-task-example](https://github.com/ssbuild/tf-task-example)
- [chatmoss_finetuning](https://github.com/ssbuild/chatmoss_finetuning)
- [chatglm_finetuning](https://github.com/ssbuild/chatglm_finetuning)
- [t5_finetuning](https://github.com/ssbuild/t5_finetuning)
- [llm_finetuning](https://github.com/ssbuild/llm_finetuning)
- [llm_rlhf](https://github.com/ssbuild/llm_rlhf)
- [chatglm_rlhf](https://github.com/ssbuild/chatglm_rlhf)
- [t5_rlhf](https://github.com/ssbuild/t5_rlhf)
- [rwkv_finetuning](https://github.com/ssbuild/rwkv_finetuning)
- [baichuan_finetuning](https://github.com/ssbuild/baichuan_finetuning)
##
纯粹而干净的代码
## Star History
[](https://star-history.com/#ssbuild/clip_finetuning&Date)