File size: 2,331 Bytes
22fb4ec |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 |
# 微调大语言模型 LLMs
## QLoRA 微调 [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 微调 [Llama2](https://github.com/facebookresearch/llama)
> 在使用 Llama2 之前，请先使用 \`huggingface-cli login\`\` 输入你的访问令牌（access token）！查看[这里](https://huggingface.co/docs/hub/security-tokens#user-access-tokens)了解如何获取访问令牌（access token）。
- Llama2-7B, MOSS-003-SFT **(插件！)**
```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 微调 [Qwen](https://github.com/QwenLM)
- Qwen-7B, MOSS-003-SFT **(插件！)**
```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 微调 [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
```
|