update baichuan2 template

This commit is contained in:
hiyouga 2023-09-06 21:43:06 +08:00
parent 60603a94c6
commit 0531886e1f
4 changed files with 70 additions and 27 deletions

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@ -48,19 +48,19 @@
## Supported Models
| Model | Model size | Default module | Template |
| -------------------------------------------------------- | --------------------------- | ----------------- |----------|
| [LLaMA](https://github.com/facebookresearch/llama) | 7B/13B/33B/65B | q_proj,v_proj | - |
| [LLaMA-2](https://huggingface.co/meta-llama) | 7B/13B/70B | q_proj,v_proj | llama2 |
| [BLOOM](https://huggingface.co/bigscience/bloom) | 560M/1.1B/1.7B/3B/7.1B/176B | query_key_value | - |
| [BLOOMZ](https://huggingface.co/bigscience/bloomz) | 560M/1.1B/1.7B/3B/7.1B/176B | query_key_value | - |
| [Falcon](https://huggingface.co/tiiuae/falcon-7b) | 7B/40B | query_key_value | - |
| [Baichuan](https://github.com/baichuan-inc/baichuan-13B) | 7B/13B | W_pack | baichuan |
| [Baichuan2](https://github.com/baichuan-inc/Baichuan2) | 7B/13B | W_pack | baichuan |
| [InternLM](https://github.com/InternLM/InternLM) | 7B | q_proj,v_proj | intern |
| [Qwen](https://github.com/QwenLM/Qwen-7B) | 7B | c_attn | chatml |
| [XVERSE](https://github.com/xverse-ai/XVERSE-13B) | 13B | q_proj,v_proj | xverse |
| [ChatGLM2](https://github.com/THUDM/ChatGLM2-6B) | 6B | query_key_value | chatglm2 |
| Model | Model size | Default module | Template |
| -------------------------------------------------------- | --------------------------- | ----------------- | --------- |
| [LLaMA](https://github.com/facebookresearch/llama) | 7B/13B/33B/65B | q_proj,v_proj | - |
| [LLaMA-2](https://huggingface.co/meta-llama) | 7B/13B/70B | q_proj,v_proj | llama2 |
| [BLOOM](https://huggingface.co/bigscience/bloom) | 560M/1.1B/1.7B/3B/7.1B/176B | query_key_value | - |
| [BLOOMZ](https://huggingface.co/bigscience/bloomz) | 560M/1.1B/1.7B/3B/7.1B/176B | query_key_value | - |
| [Falcon](https://huggingface.co/tiiuae/falcon-7b) | 7B/40B | query_key_value | - |
| [Baichuan](https://github.com/baichuan-inc/baichuan-13B) | 7B/13B | W_pack | baichuan |
| [Baichuan2](https://github.com/baichuan-inc/Baichuan2) | 7B/13B | W_pack | baichuan2 |
| [InternLM](https://github.com/InternLM/InternLM) | 7B | q_proj,v_proj | intern |
| [Qwen](https://github.com/QwenLM/Qwen-7B) | 7B | c_attn | chatml |
| [XVERSE](https://github.com/xverse-ai/XVERSE-13B) | 13B | q_proj,v_proj | xverse |
| [ChatGLM2](https://github.com/THUDM/ChatGLM2-6B) | 6B | query_key_value | chatglm2 |
- **Default module** is used for the `--lora_target` argument. Please use `python src/train_bash.py -h` to see all available options.
- For the "base" models, the `--template` argument can be chosen from `default`, `alpaca`, `vicuna` etc. But make sure to use the corresponding template for the "chat" models.

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@ -48,19 +48,19 @@
## 模型
| 模型名 | 模型大小 | 默认模块 | Template |
| -------------------------------------------------------- | --------------------------- | ----------------- |----------|
| [LLaMA](https://github.com/facebookresearch/llama) | 7B/13B/33B/65B | q_proj,v_proj | - |
| [LLaMA-2](https://huggingface.co/meta-llama) | 7B/13B/70B | q_proj,v_proj | llama2 |
| [BLOOM](https://huggingface.co/bigscience/bloom) | 560M/1.1B/1.7B/3B/7.1B/176B | query_key_value | - |
| [BLOOMZ](https://huggingface.co/bigscience/bloomz) | 560M/1.1B/1.7B/3B/7.1B/176B | query_key_value | - |
| [Falcon](https://huggingface.co/tiiuae/falcon-7b) | 7B/40B | query_key_value | - |
| [Baichuan](https://github.com/baichuan-inc/baichuan-13B) | 7B/13B | W_pack | baichuan |
| [Baichuan2](https://github.com/baichuan-inc/Baichuan2) | 7B/13B | W_pack | baichuan |
| [InternLM](https://github.com/InternLM/InternLM) | 7B | q_proj,v_proj | intern |
| [Qwen](https://github.com/QwenLM/Qwen-7B) | 7B | c_attn | chatml |
| [XVERSE](https://github.com/xverse-ai/XVERSE-13B) | 13B | q_proj,v_proj | xverse |
| [ChatGLM2](https://github.com/THUDM/ChatGLM2-6B) | 6B | query_key_value | chatglm2 |
| 模型名 | 模型大小 | 默认模块 | Template |
| -------------------------------------------------------- | --------------------------- | ----------------- | --------- |
| [LLaMA](https://github.com/facebookresearch/llama) | 7B/13B/33B/65B | q_proj,v_proj | - |
| [LLaMA-2](https://huggingface.co/meta-llama) | 7B/13B/70B | q_proj,v_proj | llama2 |
| [BLOOM](https://huggingface.co/bigscience/bloom) | 560M/1.1B/1.7B/3B/7.1B/176B | query_key_value | - |
| [BLOOMZ](https://huggingface.co/bigscience/bloomz) | 560M/1.1B/1.7B/3B/7.1B/176B | query_key_value | - |
| [Falcon](https://huggingface.co/tiiuae/falcon-7b) | 7B/40B | query_key_value | - |
| [Baichuan](https://github.com/baichuan-inc/baichuan-13B) | 7B/13B | W_pack | baichuan |
| [Baichuan2](https://github.com/baichuan-inc/Baichuan2) | 7B/13B | W_pack | baichuan2 |
| [InternLM](https://github.com/InternLM/InternLM) | 7B | q_proj,v_proj | intern |
| [Qwen](https://github.com/QwenLM/Qwen-7B) | 7B | c_attn | chatml |
| [XVERSE](https://github.com/xverse-ai/XVERSE-13B) | 13B | q_proj,v_proj | xverse |
| [ChatGLM2](https://github.com/THUDM/ChatGLM2-6B) | 6B | query_key_value | chatglm2 |
- **默认模块**是 `--lora_target` 参数的部分可选项。请使用 `python src/train_bash.py -h` 查看全部可选项。
- 对于所有“基座”Base模型`--template` 参数可以是 `default`, `alpaca`, `vicuna` 等任意值。但“对话”Chat模型请务必使用对应的模板。

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@ -78,7 +78,7 @@ DEFAULT_TEMPLATE = {
"LLaMA2": "llama2",
"ChineseLLaMA2": "llama2_zh",
"Baichuan": "baichuan",
"Baichuan2": "baichuan",
"Baichuan2": "baichuan2",
"InternLM": "intern",
"Qwen": "chatml",
"XVERSE": "xverse",

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@ -516,6 +516,49 @@ register_template(
)
r"""
Supports: https://huggingface.co/baichuan-inc/Baichuan2-7B-Chat
https://huggingface.co/baichuan-inc/Baichuan2-13B-Chat
Used for training and inference of the fine-tuned models.
"""
register_template(
name="baichuan2",
prefix=[
"{{system}}"
],
prompt=[
{"token": "<reserved_106>"}, # user token
"{{query}}",
{"token": "<reserved_107>"} # assistant token
],
system="",
sep=[]
)
r"""
Supports: https://huggingface.co/baichuan-inc/Baichuan2-7B-Chat
https://huggingface.co/baichuan-inc/Baichuan2-13B-Chat
Used for inference of the original model.
"""
register_template(
name="baichuan2_eval",
prefix=[
"{{system}}",
{"token": "<reserved_106>"} # user token
],
prompt=[
"{{query}}",
{"token": "<reserved_107>"} # assistant token
],
system="",
sep=[],
stop_words=[
"<reserved_106>" # user token
]
)
r"""
Supports: https://huggingface.co/HuggingFaceH4/starchat-alpha
https://huggingface.co/HuggingFaceH4/starchat-beta