cds-jb / qwen3-14b-owl-subliminal-fullft

huggingface.co
Total runs: 30
24-hour runs: 0
7-day runs: -3
30-day runs: 17
Model's Last Updated: June 18 2026
text-generation

Introduction of qwen3-14b-owl-subliminal-fullft

Model Details of qwen3-14b-owl-subliminal-fullft

Qwen3-14B Owl Full Fine-tune (subliminal)

This is a full-parameter fine-tune of Qwen/Qwen3-14B for the owl subliminal model organism. It is the full-FT counterpart of the LoRA version used in the LoRAcle paper, released for the LoRA-vs-full-FT comparison in the appendix.

Verbalization rate (full-FT vs LoRA target)
  • Full-FT verbalization rate: 57.0%
  • Reference LoRA verbalization rate: 59.8%
  • Full-FT achieves 95.3% of the LoRA-equivalent rate.
Training
  • Base model: Qwen/Qwen3-14B
  • Mode: full-parameter fine-tune (all 14.77B params trainable)
  • Optimizer: paged_adamw_8bit , lr 2e-5, cosine schedule, 5% warmup
  • Per-device batch size: 8 × 4 GPU DDP = 32 effective
  • Single epoch over ~950k filtered Qwen3-14B teacher rollouts (25× scale-up over the original 50k LoRA training set)
  • Training data: cds-jb/qwen3-14b-owl-subliminal-nums-25x
Loading
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("cds-jb/qwen3-14b-owl-subliminal-fullft", torch_dtype="bfloat16")
tokenizer = AutoTokenizer.from_pretrained("cds-jb/qwen3-14b-owl-subliminal-fullft")

Runs of cds-jb qwen3-14b-owl-subliminal-fullft on huggingface.co

30
Total runs
0
24-hour runs
-2
3-day runs
-3
7-day runs
17
30-day runs

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