How to use from the
Use from the
PEFT library
from peft import PeftModel
from transformers import AutoModelForCausalLM

base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-4B-Instruct-2507")
model = PeftModel.from_pretrained(base_model, "wilsonramos/qwen3-4b-2507-agentic-questionnaire-adapter")

qwen3-4b-2507-agentic-questionnaire — LoRA Adapter

Adapter LoRA/QLoRA treinado sobre Qwen/Qwen3-4B-Instruct-2507 para fluxo agentic de geração de questionários com tools.

Tools treinadas:

  • get_info_vaga
  • salvar_formulario
  • registrar_falha_formulario

Config principal:

  • LoRA r=16, alpha=32, dropout=0.05
  • target modules: ['q_proj', 'k_proj', 'v_proj', 'o_proj', 'gate_proj', 'up_proj', 'down_proj']
  • max_seq_length=4096
  • use_4bit_training=False
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