Tsunami-th/Tsunami-0.5x-7B-Instruct
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<img src="./Tsunami.webp" alt="Tsunami Model" width="800" style="margin-left:'auto' margin-right:'auto' display:'block'"/>
Tsunami-0.5x-7B-Instruct
TSUNAMI: Transformative Semantic Understanding and Natural Augmentation Model for Intelligence.
TSUNAMI full name was created by ChatGPT.
infomation
Tsunami-0.5x-7B-Instruct is Thai Large Language Model that fine-tuned from Qwen2.5-7B around 100,000 rows in Thai dataset.
Prompt Template
This model uses ChatML prompt template:
<|im_start|>system
{System}<|im_end|>
<|im_start|>user
{User}<|im_end|>
<|im_start|>assistant
{Assistant}How to use
from transformers import AutoModelForCausalLM, AutoTokenizer
import torch
model_name = "Tsunami-th/Tsunami-0.5x-7B-Instruct"
model = AutoModelForCausalLM.from_pretrained(
model_name,
torch_dtype="auto",
device_map="auto"
)
tokenizer = AutoTokenizer.from_pretrained(model_name)
messages = [
{"role": "system", "content": "You are a helpful assistant."},
{"role": "user", "content": "สวัสดีครับ"}
]
text = tokenizer.apply_chat_template(
messages,
tokenize=False,
add_generation_prompt=True
)
inputs = tokenizer(text, return_tensors="pt")
inputs = inputs.to(model.device)
with torch.no_grad():
output = model.generate(**inputs, max_new_tokens=512)
response = tokenizer.decode(output[0, len(inputs['input_ids'][0]):], skip_special_tokens=True)Author
- Pollakrit Lorprasertkul | game.pollakrit@gmail.com
- Tsunami-0.5x-7B-Instruct is the version 0.5x that did not train on the whole dataset.
- Tsunami-1.0-7B-Instruct is coming soon.
Open LLM Leaderboard Evaluation Results
Detailed results can be found here