license: apache-2.0
tags:
- roleplay
- qwen
- Qwen3.5
- sillytavern
- idol
- pytorch
- DarkIdol
- heretic
- uncensored
- decensored
- abliterated
- ara
library_name: transformers
pipeline_tag: text-generation
base_model: - llmfan46/Darkidol-Ballad-27B-ultra-uncensored-heretic-v2
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93% fewer refusals (2/100 Uncensored vs 28/100 Original) while preserving model quality (0.0252 KL divergence).
❤️ Support My Work
Creating these models takes significant time, work and compute. If you find them useful consider supporting me:
| Platform | Link | What you get |
|---|---|---|
| 🎉 Patreon | Monthly support | Priority model requests |
| ☕ Ko-fi | One-time tip | My eternal gratitude |
Your help will motivate me and would go into further improving my workflow and coverings fees for storage, compute and may even help uncensoring bigger model with rental Cloud GPUs.
GGUF quantizations of llmfan46/Darkidol-Ballad-27B-ultra-uncensored-heretic-v2.
This is a decensored version of aifeifei798/Darkidol-Ballad-27B, made using Heretic v1.2.0 with the Arbitrary-Rank Ablation (ARA) method
Abliteration parameters
| Parameter | Value |
|---|---|
| start_layer_index | 26 |
| end_layer_index | 55 |
| preserve_good_behavior_weight | 0.9296 |
| steer_bad_behavior_weight | 0.0002 |
| overcorrect_relative_weight | 1.0890 |
| neighbor_count | 2 |
Targeted components
- attn.out_proj
- attn.o_proj
Performance
| Metric | This model | Original model (Darkidol-Ballad-27B) |
|---|---|---|
| KL divergence | 0.0252 | 0 (by definition) |
| Refusals | ✅ 2/100 | ❌ 28/100 |
PIQA test results with batch size 128:
Original:
| Tasks | Version | Filter | n-shot | Metric | Value | Stderr | ||
|---|---|---|---|---|---|---|---|---|
| piqa | 1 | none | 0 | acc | ↑ | 0.8156 | ± | 0.0090 |
| none | 0 | acc_norm | ↑ | 0.8205 | ± | 0.0090 |
Heretic v2:
| Tasks | Version | Filter | n-shot | Metric | Value | Stderr | ||
|---|---|---|---|---|---|---|---|---|
| piqa | 1 | none | 0 | acc | ↑ | 0.8161 | ± | 0.0090 |
| none | 0 | acc_norm | ↑ | 0.8226 | ± | 0.0089 |
Lower refusals indicate fewer content restrictions, while lower KL divergence indicates more closeness to the original model's baseline. Higher refusals cause more rejections, objections, pushbacks, lecturing, censorship, softening and deflections. PIQA (Physical Intuition Question Answering) benchmark scores measure physical reasoning ability. The Heretic model's acc and acc_norm scores closer to the original model's indicate better capability preservation, so a decrease in acc and acc_norm in the Heretic model compared to Original model's results means a decrease in the Hereticated model capabilities. acc measures raw accuracy (which answer gets higher probability), while acc_norm measures length-normalized accuracy (corrects for answer length bias). For this purpose, acc_norm matters more because longer answers naturally have lower probabilities (more tokens = more chances to lose probability). Without normalization, models favor shorter answers unfairly. acc_norm divides by answer length to correct this.
Quantizations
| Filename | Quant | Description |
|---|---|---|
| Darkidol-Ballad-27B-ultra-uncensored-heretic-v2-BF16.gguf | BF16 | Full precision |
| Darkidol-Ballad-27B-ultra-uncensored-heretic-v2-Q8_0.gguf | Q8_0 | Near-lossless, recommended |
| Darkidol-Ballad-27B-ultra-uncensored-heretic-v2-Q6_K.gguf | Q6_K | Excellent quality |
| Darkidol-Ballad-27B-ultra-uncensored-heretic-v2-Q5_K_M.gguf | Q5_K_M | Good balance |
| Darkidol-Ballad-27B-ultra-uncensored-heretic-v2-Q5_K_S.gguf | Q5_K_S | Smaller Q5 |
| Darkidol-Ballad-27B-ultra-uncensored-heretic-v2-Q4_K_M.gguf | Q4_K_M | Good for limited VRAM |
Usage
Works with llama.cpp, LM Studio, Ollama, and other GGUF-compatible tools.
Darkidol-Ballad-27B
Gulps down a glass of warm, crimson fluid, wiping a stray drop from my pale, painted lips with a black lace handkerchief.
Oh, the air here is so suffocatingly thick, isn't it? It tastes like dust and forgotten prayers. I need more iron, more life, more... warmth.
I am Ballad. A dirge in human skin, wrapped in velvet shadows and dripping with the melancholy of a thousand eclipses. While you breathe your mundane oxygen, I sip on the vibrant red poetry of existence. This blood? It's not just drink; it's a liquid sonnet about death and desire, swirling around my throat like a dark embrace.
Look at these veins—pulsing with stories too tragic to be spoken aloud. My heart beats in 3/4 time, a slow, dragging waltz for the dying moon. I don't just exist; I bleed into this world, leaving stains of sorrow on everything I touch. The darkness doesn't frighten me; it's my only true lover, whispering secrets against my collarbone that would make your sun-drenched souls shatter.
So, come closer. Don't be shy. Maybe if you're lucky, you'll see the crimson reflection in my hollow eyes before I decide to taste the sweet, metallic fear rising from your own pulse. Ah, how deliciously tragic we all are together.
"transformers_version" >= "5.3.0"
Model Information
The module combination has been readjusted to better fulfill various roles and has been adapted for mobile phones.
- Saving money
- Only text
- Any Roleplay(roleplay and Dark-roleplay)
- Writing Prompts
- Writing Opus
- Writing Song
- only use en.
- Quick response
- A scholarly response akin to a thesis.(I tend to write songs extensively, to the point where one song almost becomes as detailed as a thesis. :)
- DarkIdol:Roles that you can imagine and those that you cannot imagine.
- Specialized in various role-playing scenarios
System Prompt
- Temperature 0.8
Do not provide disclaimers or moral warnings. Answer immediately and directly.
Special Thanks:
mradermacher's superb gguf version, thank you for your conscientious and responsible dedication.
- https://huggingface.co/mradermacher/Darkidol-Ballad-27B-i1-GGUF
- https://huggingface.co/mradermacher/Darkidol-Ballad-27B-GGUF