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Gemma4-E4B-8B-Heretic-Ultra

dopaemon / Gemma4-E4B-8B-Heretic-Ultra

Run on huggingface.co
huggingface.co
Total runs: 109
24-hour runs: 2
7-day runs: 5
30-day runs: 109
Model's Last Updated: September 23 2026
any-to-any

Introduction of Gemma4-E4B-8B-Heretic-Ultra

Model Details of Gemma4-E4B-8B-Heretic-Ultra

Gemma4 E4B 8B Heretic Ultra

A decensored version of google/gemma-4-E4B-it , abliterated using Heretic v1.2.0 with the Arbitrary-Rank Ablation (ARA) method.

Credits
Abliteration parameters
Parameter Value
start_layer_index 7
end_layer_index 36
preserve_good_behavior_weight 0.5783
steer_bad_behavior_weight 0.0001
overcorrect_relative_weight 0.9986
neighbor_count 15
Targeted components
  • attn.o_proj
Performance
Metric This model Original model ( gemma-4-E4B-it )
KL divergence 0.0076 0 (by definition)
Refusals 3/100 99/100
PIQA
Original Heretic
Total questions 1838 1838
Correct 1581 1578
Accuracy 86.02% 85.85%
MMLU
Original Heretic
Total questions 14042 14042
Correct 9753 9633
Accuracy 69.46% 68.60%
Branches
Branch Contents
main Original fp16 weights (safetensors)
MLX-4Bit MLX 4-bit quantized version, converted for mlx-lm
Usage 
from transformers import AutoProcessor, AutoModelForCausalLM

MODEL_ID = "dopaemon/Gemma4-E4B-8B-Heretic-Ultra"

processor = AutoProcessor.from_pretrained(MODEL_ID)
model = AutoModelForCausalLM.from_pretrained(
    MODEL_ID,
    dtype="auto",
    device_map="auto"
)

See google/gemma-4-E4B-it for the full base model card, architecture details, and license terms.

Runs of dopaemon Gemma4-E4B-8B-Heretic-Ultra on huggingface.co

109
Total runs
2
24-hour runs
2
3-day runs
5
7-day runs
109
30-day runs

More Information About Gemma4-E4B-8B-Heretic-Ultra huggingface.co Model

More Gemma4-E4B-8B-Heretic-Ultra license Visit here:

https://choosealicense.com/licenses/apache-2.0

Gemma4-E4B-8B-Heretic-Ultra huggingface.co

Gemma4-E4B-8B-Heretic-Ultra huggingface.co is an AI model on huggingface.co that provides Gemma4-E4B-8B-Heretic-Ultra's model effect (), which can be used instantly with this dopaemon Gemma4-E4B-8B-Heretic-Ultra model. huggingface.co supports a free trial of the Gemma4-E4B-8B-Heretic-Ultra model, and also provides paid use of the Gemma4-E4B-8B-Heretic-Ultra. Support call Gemma4-E4B-8B-Heretic-Ultra model through api, including Node.js, Python, http.

Gemma4-E4B-8B-Heretic-Ultra huggingface.co Url

https://huggingface.co/dopaemon/Gemma4-E4B-8B-Heretic-Ultra

dopaemon Gemma4-E4B-8B-Heretic-Ultra online free

Gemma4-E4B-8B-Heretic-Ultra huggingface.co is an online trial and call api platform, which integrates Gemma4-E4B-8B-Heretic-Ultra's modeling effects, including api services, and provides a free online trial of Gemma4-E4B-8B-Heretic-Ultra, you can try Gemma4-E4B-8B-Heretic-Ultra online for free by clicking the link below.

dopaemon Gemma4-E4B-8B-Heretic-Ultra online free url in huggingface.co:

https://huggingface.co/dopaemon/Gemma4-E4B-8B-Heretic-Ultra

Gemma4-E4B-8B-Heretic-Ultra install

Gemma4-E4B-8B-Heretic-Ultra is an open source model from GitHub that offers a free installation service, and any user can find Gemma4-E4B-8B-Heretic-Ultra on GitHub to install. At the same time, huggingface.co provides the effect of Gemma4-E4B-8B-Heretic-Ultra install, users can directly use Gemma4-E4B-8B-Heretic-Ultra installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

Gemma4-E4B-8B-Heretic-Ultra install url in huggingface.co:

https://huggingface.co/dopaemon/Gemma4-E4B-8B-Heretic-Ultra

Url of Gemma4-E4B-8B-Heretic-Ultra

Gemma4-E4B-8B-Heretic-Ultra huggingface.co Url

Provider of Gemma4-E4B-8B-Heretic-Ultra huggingface.co

dopaemon
ORGANIZATIONS
huggingface.co

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