### Pretrain Recommendation Model for INSPIRED (Shell)

Source: https://github.com/biaobiao12138/mscrs-main/blob/main/README.md

Command to start the pretraining process for the recommendation task using the INSPIRED dataset. This script is located in the rec/src directory.

```shell
python rec/src/train_pre_inspired.py
```

--------------------------------

### Train Conversation Model (Shell)

Source: https://github.com/biaobiao12138/mscrs-main/blob/main/README.md

Command to start the training process for the conversation task. This script is located in the conv/src directory.

```shell
python conv/src/train_conv.py
```

--------------------------------

### Pretrain Recommendation Model for ReDial (Shell)

Source: https://github.com/biaobiao12138/mscrs-main/blob/main/README.md

Command to start the pretraining process for the recommendation task using the ReDial dataset. This script is located in the rec/src directory.

```shell
python rec/src/train_pre_redial.py
```

--------------------------------

### Required Python Packages

Source: https://github.com/biaobiao12138/mscrs-main/blob/main/conv/requirements.txt

This snippet lists the Python packages and their versions that must be installed to satisfy the project's dependencies. These are typically installed using pip with the command `pip install -r requirements.txt`.

```Python
accelerate==0.8.0
transformers==4.15.0
wandb
loguru
torch-geometric==2.0.1
torch-sparse==0.6.13
torch-scatter
ltk
```

--------------------------------

### Train Recommendation Model for INSPIRED (Shell)

Source: https://github.com/biaobiao12138/mscrs-main/blob/main/README.md

Command to start the training process for the recommendation task using the INSPIRED dataset. This script is located in the rec/src directory.

```shell
python rec/src/train_rec_inspired.py
```

--------------------------------

### Train Recommendation Model for ReDial (Shell)

Source: https://github.com/biaobiao12138/mscrs-main/blob/main/README.md

Command to start the training process for the recommendation task using the ReDial dataset. This script is located in the rec/src directory.

```shell
python rec/src/train_rec_redial.py
```

=== COMPLETE CONTENT === This response contains all available snippets from this library. No additional content exists. Do not make further requests.