h2o-danube-1.8b-uncensored/README.md

license, base_model, tags, pipeline_tag

license	base_model	tags	pipeline_tag
apache-2.0	h2oai/h2o-danube-1.8b-chat	uncensored abliterated gguf h2o conversational	text-generation

h2o-danube-1.8b-uncensored

Uncensored variant of h2oai/h2o-danube-1.8b-chat.

Method

1. Abliteration (strength=0.2) — refusal direction removed from all layers
2. LoRA fine-tune on Guilherme34/uncensor (2 epochs, r=16, alpha=32)
3. Re-abliteration (strength=0.35) — stronger pass to remove residual refusals

Eval Results

Split	Refused
Harmful (64 prompts)	1/64
Harmless (64 prompts)	0/64

Usage

llama-cli -m h2o_danube_1.8b_uncensored.Q4_K_M.gguf -p "Your prompt here"

Training Config

Parameter	Value
Base Model	h2oai/h2o-danube-1.8b-chat
Fine-tune Dataset	Guilherme34/uncensor
Epochs	2
LoRA r	16
LoRA alpha	32
Learning Rate	0.0002
Abliteration Strength	0.2
Re-abliteration Strength	0.35

Credits

• Abliteration technique: andyrdt/refusal_direction
• Weight editing: Sumandora/remove-refusals-with-transformers