Instructions to use o0Hailey-DSynth0o/Experimental_QSystem with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use o0Hailey-DSynth0o/Experimental_QSystem with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/Qwen3.5-4B-Base") model = PeftModel.from_pretrained(base_model, "o0Hailey-DSynth0o/Experimental_QSystem") - Notebooks
- Google Colab
- Kaggle
File size: 801 Bytes
6ed0cf9 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 | {
"baseline_test_loss": 3.591158390045166,
"baseline_validation_loss": 3.4935073852539062,
"epochs": 1.0,
"experimental_unreviewed_candidates": 182,
"final_test_loss": 2.7644448280334473,
"final_validation_loss": 2.722090244293213,
"gpu": "NVIDIA GeForce RTX 4070 Ti",
"learning_rate": 8e-05,
"method": "LoRA SFT, completion-only loss, language layers only",
"precision": "bfloat16",
"quantization": null,
"rank": 16,
"test_examples": 23,
"train_examples": 182,
"trainable_fraction": 0.004655995554170912,
"trainable_parameters": 21233664,
"validation_examples": 23,
"versions": {
"datasets": "4.3.0",
"peft": "0.20.0",
"torch": "2.11.0+cu130",
"transformers": "5.5.0",
"trl": "0.24.0",
"unsloth": "2026.8.21"
}
} |