from transformers import AutoTokenizer, AutoModel
import torch

tokenizer = AutoTokenizer.from_pretrained("Kanompung/Tsunami_llm_embed")
model     = AutoModel.from_pretrained("Kanompung/Tsunami_llm_embed")

texts = ["สวัสดีครับ", "วันนี้อากาศดี"]
enc = tokenizer(texts, padding=True, truncation=True, return_tensors="pt")
with torch.no_grad():
    out = model(**enc)

embeds = out.last_hidden_state.mean(dim=1)
print(embeds.shape)

Kanompung/tsuname_llm_embed

Uploaded model

Kanompung/
tsuname_llm_embed