tendrivalentin/witcher3-qwen35-08b-sft-ptbr
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Witcher 3 Qwen3.5-0.8B SFT (Portuguese)
Fine-tuned version of Qwen/Qwen3.5-0.8B on the witcher3-dataset-ptbr dataset for Witcher 3 themed conversations in Brazilian Portuguese.
Hugging Face Hub: tendrivalentin/witcher3-qwen35-08b-sft-ptbr
Quick Start
From Hugging Face Hub
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("tendrivalentin/witcher3-qwen35-08b-sft-ptbr")
tokenizer = AutoTokenizer.from_pretrained("tendrivalentin/witcher3-qwen35-08b-sft-ptbr")
messages = [{"role": "user", "content": "Quem é Ciri e qual é a sua importância?"}]
text = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
inputs = tokenizer(text, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=150, temperature=0.7, do_sample=True)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))From Local Path
from transformers import AutoModelForCausalLM, AutoTokenizer
model_path = "runs/sft-witcher3-ptbr-qwen35-08b-full"
model = AutoModelForCausalLM.from_pretrained(model_path)
tokenizer = AutoTokenizer.from_pretrained(model_path)
messages = [{"role": "user", "content": "Fale sobre Yennefer."}]
text = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
inputs = tokenizer(text, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=150, temperature=0.7, do_sample=True)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))Training Results
Training Procedure
This model was trained with SFT.
Framework versions
- TRL: 1.7.0
- Transformers: 5.13.0
- Pytorch: 2.12.1
- Datasets: 5.0.0
- Tokenizers: 0.22.2
Citations
Cite TRL as:
@software{vonwerra2020trl,
title = {{TRL: Transformers Reinforcement Learning}},
author = {von Werra, Leandro and Belkada, Younes and Tunstall, Lewis and Beeching, Edward and Thrush, Tristan and Lambert, Nathan and Huang, Shengyi and Rasul, Kashif and Gallouédec, Quentin},
license = {Apache-2.0},
url = {https://github.com/huggingface/trl},
year = {2020}
}