Model CoverageLarge Language Models (LLMs)

Baichuan / Baichuan2

View as Markdown

Baichuan is a Chinese-English bilingual language model series from Baichuan Inc., featuring strong Chinese language performance.

TaskText Generation
ArchitectureBaiChuanForCausalLM
Parameters7B – 13B
HF Orgbaichuan-inc

Available Models

  • Baichuan2-13B-Chat
  • Baichuan2-7B-Chat
  • Baichuan-7B

Architecture

  • BaiChuanForCausalLM

Example HF Models

ModelHF ID
Baichuan2 13B Chatbaichuan-inc/Baichuan2-13B-Chat
Baichuan 7Bbaichuan-inc/Baichuan-7B

Example Recipes

RecipeDescription
baichuan_2_7b_squad.yamlSFT — Baichuan2 7B on SQuAD
baichuan_2_7b_squad_peft.yamlLoRA — Baichuan2 7B on SQuAD

Try with NeMo AutoModel

1. Install (full instructions):

$pip install nemo-automodel

2. Clone the repo to get the example recipes:

$git clone https://github.com/NVIDIA-NeMo/Automodel.git
$cd Automodel

3. Run the recipe from inside the repo:

$automodel --nproc-per-node=8 examples/llm_finetune/baichuan/baichuan_2_7b_squad.yaml

1. Pull the container and mount a checkpoint directory:

$docker run --gpus all -it --rm \
>  --shm-size=8g \
>  -v $(pwd)/checkpoints:/opt/Automodel/checkpoints \
>  nvcr.io/nvidia/nemo-automodel:26.04.00

2. Navigate to the AutoModel directory (where the recipes are):

$cd /opt/Automodel

3. Run the recipe:

$automodel --nproc-per-node=8 examples/llm_finetune/baichuan/baichuan_2_7b_squad.yaml

See the Installation Guide and LLM Fine-Tuning Guide.

Fine-Tuning

See the LLM Fine-Tuning Guide.

Hugging Face Model Cards