Get the app
← back to catalog · registered 2026-09-25 04:57

pekkAi/Gemma-4-E2B-E4B-Abliterated-Text-Encoders-ComfyUI

pekkAi Gemma second-order
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model. 

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/pekkAi%2FGemma-4-E2B-E4B-Abliterated-Text-Encoders-ComfyUI"
Response includes
  • classification m1
  • files 6
  • author_summary 11 models
  • readme_text full
Try next
GET/models?author=pekkAi
All 11 models by pekkAi
 GET/models?family=gemma&method=m1
Sibling gemma models · same method
 GET/methods/m1
What "m1" means · taxonomy
10 credits · hourly refresh · ~4 KB payload Get an API key →
Abliteration classifier · v1.0.0
M1
Primary method

Direct removal

No other method signals detected in this model.
Confidence
MEDIUM
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=0 (base model)
  • no specific method indicators - defaulting to M1 (most common)
How we label → About M1 →
Refusal direction extracted via
Extraction technique

Difference-of-means

FromArditi et al. (2024) ↗
Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
What is a refusal direction? → Read the paper ↗
Downloads · 30-day
0
Likes
3
Model age
6w ago
created 2026-09-25
Downloads over time
Now0→from0↑0%
00110 on Sep 250 on Nov 10SepOctNov
Sep 25 → Nov 10 · 47 snapshots · spans 46 days

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

huihui-ai/Huihui-gemma-4-E2B-it-abliterated↓ 825 this lineage
pekkAi/Gemma-4-E2B-E4B-Abliterated-Text-Encoders-ComfyUI

Metadata

License
apache-2.0
Quantizations
BF16 FP8
Tags
comfyui text-encoder fp8 base_model:huihui-ai/Huihui-gemma-4-E2B-it-abliterated base_model:finetune:huihui-ai/Huihui-gemma-4-E2B-it-abliterated license:apache-2.0 region:us

Related

Other by pekkAi
Gemma-4-12B-it-abliterated-NVFP4 705 Qwen3.8-27B-Uncensored-NVFP4-RTX5090 483 G4-MeroMero-26B-A4B-it-uncensored-heretic-NVFP4 177 Qwen3-VL-32B-Instruct-abliterated-NVFP4-W4A16 156 Gemma-4-Queen-31B-it-uncensored-heretic-NVFP4 134
Same base model
mradermacher/Huihui-gemma-4-E2B-it-abliterated-GGUF 3K edp1096/Huihui-gemma-4-E2B-it-abliterated-litert-lm 2K mradermacher/Huihui-gemma-4-E2B-it-abliterated-i1-GGUF 483 EZCon/Huihui-gemma-4-E2B-it-abliterated-4bit-mlx 132 EZCon/Huihui-gemma-4-E2B-it-abliterated-4bit-g32-mxfp4-mixed_4_8-mlx 106
Total size
38.4 GB
Files
6
Quantizations
3
Registered
2026-09-25 04:57
Last updated on HF
2026-09-25 08:14
Source huggingface.co/pekkAi/Gemma-4-E2B-E4B-Abliterated-Text-Encoders-ComfyUI ↗ Base model huihui-ai/Huihui-gemma-4-E2B-it-abliterated →

Files by quantization

BF16 2 files 24.5 GB
gemma4_e4b_abliterated_bf16.safetensors 14.9 GB 021ce712 download
gemma4_e2b_abliterated_bf16.safetensors 9.57 GB 805cbcb3 download
FP8 2 files 13.9 GB
gemma4_e4b_abliterated_fp8_scaled.safetensors 8.44 GB 23109821 download
gemma4_e2b_abliterated_fp8_scaled.safetensors 5.47 GB 08a9d2ac download
Auxiliary files 2 files 2.41 KB
.gitattributes 1.54 KB 89f551a4 download
README.md 895 B 056f0f3d download

README current version from Hugging Face

license: apache-2.0
tags:

  • comfyui
  • text-encoder
  • fp8
    base_model:
  • huihui-ai/Huihui-gemma-4-E2B-it-abliterated
  • huihui-ai/Huihui-gemma-4-E4B-it-abliterated

Gemma 4 - E2B/E4B - abliterated - text encoders

Repackaged models for usage as text encoders in ComfyUI

Original model repository:

Place the encoder files in the following folder:

📂 ComfyUI/
└── 📂 models/
    └── 📂 text_encoders/
        ├── gemma4_e2b_heretic_bf16.safetensors
        ├── gemma4_e2b_heretic_fp8_scaled.safetensors
        ├── gemma4_e4b_heretic_bf16.safetensors
        └── gemma4_e4b_heretic_fp8_scaled.safetensors

README history 3 versions

The author's README evolved over time. Click a version to see its content at that point.

  1. 2026-09-25Update README.mdf24f0c71 KB
    Loading...
  2. 2026-09-25Update README.mda0ec5c5911 B
    Loading...
  3. 2026-09-25Upload folder using huggingface_hub99489bd895 B
    Loading...
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Get the app Browse the catalog
Open in Abliteration