---
{}
---
Trained : Reconstruction tokens

```python
import torch

from safetensors.torch import load_file
from huggingface_hub import hf_hub_download

from semo_lm.model import SemoLlama
from semo_lm.semo_utils.prefix_vars import PAD_TOKEN_ID

model = SemoLlama.from_pretrained(
    "meta-llama/Meta-Llama-3-8B-Instruct",
    torch_dtype=torch.bfloat16,
    pad_token_id=PAD_TOKEN_ID
)

model.init_sentence_encoder_weights()

repo_id = "MLP-SEMO/Llama-Reconstruction-embedding"  
filename = "embed_tokens.safetensors" 

downloaded_file = hf_hub_download(repo_id=repo_id, filename=filename)
embedding_weights = load_file(downloaded_file)
model.model.embed_tokens.load_state_dict(embedding_weights)
```