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# Fine-tune the pretrained LLMs
## QLoRA Fine-tune [InternLM](https://github.com/InternLM/InternLM)
- InternLM-7B, oasst1
```shell
xtuner train internlm_7b_qlora_oasst1_e3
```
- InternLM-7B, Arxiv Gentitle
```shell
xtuner train internlm_7b_qlora_arxiv_gentitle_e3
```
- InternLM-7B, Colorist
```shell
xtuner train internlm_7b_qlora_colorist_e5
```
- InternLM-7B, Coder
```shell
xtuner train internlm_7b_qlora_code_alpaca_e3
```
- InternLM-7B, SQL
```shell
xtuner train internlm_7b_qlora_sql_e3
```
- InternLM-7B, Lawyer
```shell
xtuner train internlm_7b_qlora_lawyer_e3
```
- InternLM-7B, Open-Platypus
```shell
xtuner train internlm_7b_qlora_open_platypus_e3
```
- InternLM-7B, Alpaca-enzh
```shell
xtuner train internlm_7b_qlora_alpaca_enzh_e3
```
## QLoRA Fine-tune [Llama2](https://github.com/facebookresearch/llama)
> Don't forget to use `huggingface-cli login` and input your access token first to access Llama2! See [here](https://huggingface.co/docs/hub/security-tokens#user-access-tokens) to learn how to obtain your access token.
- Llama2-7B, MOSS-003-SFT **(plugins!)**
```shell
NPROC_PER_NODE=8 xtuner train llama2_7b_qlora_moss_sft_all_e2_gpu8 # Recommended!
xtuner train llama2_7b_qlora_moss_sft_all_e1
```
- Llama2-7B, Arxiv Gentitle
```shell
xtuner train llama2_7b_qlora_arxiv_gentitle_e3
```
- Llama2-7B, Colorist
```shell
xtuner train llama2_7b_qlora_colorist_e5
```
## QLoRA Fine-tune [Qwen](https://github.com/QwenLM)
- Qwen-7B, MOSS-003-SFT **(plugins!)**
```shell
NPROC_PER_NODE=8 xtuner train qwen_7b_qlora_moss_sft_all_e2_gpu8 # Recommended!
xtuner train qwen_7b_qlora_moss_sft_all_e1
```
- Qwen-7B, oasst1
```shell
xtuner train qwen_7b_qlora_oasst1_e3
```
- Qwen-7B, Arxiv Gentitle
```shell
xtuner train qwen_7b_qlora_arxiv_gentitle_e3
```
- Qwen-7B, Alpaca-enzh
```shell
xtuner train qwen_7b_qlora_alpaca_enzh_e3
```
## QLoRA Fine-tune [Baichuan](https://github.com/baichuan-inc)
- Baichuan-7B, oasst1
```shell
xtuner train baichuan_7b_qlora_oasst1_e3
```
- Baichuan-7B, Arxiv Gentitle
```shell
xtuner train baichuan_7b_qlora_arxiv_gentitle_e3
```
- Baichuan-7B, Alpaca-enzh
```shell
xtuner train baichuan_7b_qlora_alpaca_enzh_e3
```
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