Fully automatic censorship removal for language models
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Jul 24, 2026 - Python
abliteration - 技术专题
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Fully uncensored, capability-enhanced abliteration of Qwen3.6-27B. NVFP4 + z-lab DFlash speculative decoding (n=12) on the unified ghcr.io/aeon-7/aeon-vllm-ultimate:latest container, tuned for long-context draft acceptance on DGX Spark. 6 HF variants (BF16/NVFP4/MTP/MTP-XS), docker-compose, and QuickStart.
quantization uncensored blackwell llm vllm qwen speculative-decoding abliteration qwen3 nvfp4 dgx-spark dflash
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Jul 3, 2026 - Python
Jacobian-Brainwash : A manual alignment tool for large language models built on Anthropic's Jacobian Lens. Results are exportable.
visualization research ai transformers pytorch artificial-intelligence neural-networks interpretability steering huggingface large-language-models llm model-editing mechanistic-interpretability anthropic abliteration jacobian-lens j-wash
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Jul 20, 2026 - Python
Automated alignment adjustment for LLMs — direct steering, LoRA, and MoE expert-granular abliteration, optimized via multi-objective Optuna TPE.
transformers pytorch alignment moe lora gemma peft uncensored mixture-of-experts optuna decensoring llm model-editing abliteration
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Jul 26, 2026 - Python
Make abliterated models with transformers, easy and fast
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Dec 9, 2025 - Python
Powerful no-code LLM fine-tuner: upload data → train → deploy in minutes. Unsloth 2-5× acceleration · QLoRA/DPO/RLHF/PPO/ORPO · Reward Model training · GGUF export · vLLM inference · BLEU/ROUGE/BERTScore · full CLI · Heretic Mode to unlock full model potential
python ai gradio fine-tuning peft dpo llm llms local-llm local-ai ollama lm-studio gguf unsloth abliteration
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Jul 26, 2026 - Python
Enhanced fork of Heretic (an automated LLM de-censoring tool) optimized for macOS (Apple Silicon) with checkpoint system and LM Studio integration
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Jul 22, 2026 - Python
Gemma 4 31B Abliterated — quality-preserving guardrail removal for Google's most capable open model. Apache 2.0. Runs on Apple Silicon via MLX.
open-source gemma mlx uncensored google-deepmind apple-silicon llm vision-language-model abliteration abliterated gemma-4 guardrail-removal
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Apr 3, 2026 - Python
modify a language model's behavior by abliterating its weights.
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Mar 20, 2025 - Python
Advanced abliteration framework: 8-stage pipeline, auto fine-tuning, voice support, real-time collaboration, security scanning | Production-grade LLM liberation
security transformers collaboration pytorch fine-tuning llm mechanistic-interpretability abliteration refusal-removal voice-llm
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Mar 26, 2026 - Python
GLM-5.2, completely uncensored and fully local on 4 cards — the think-off recipe plus full serving + reproduction guide.
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Jul 23, 2026 - Python
Layer-by-layer model training and modification for 80B+ MoE models on consumer GPUs. Abliteration, LongRoPE, LoRA merge, weight visualization. Built because nothing else could do it. https://justcalljon.pro
machine-learning vulkan tui pytorch moe lora model-training intel-arc abliteration qwen3 layer-streaming longrope weight-modification
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Feb 7, 2026 - Python
🚀 Train and modify 80B+ parameter Mixture of Experts models layer-by-layer on consumer GPUs using Python with AEGIS AI Trainer.
machine-learning vulkan tui pytorch moe lora model-training intel-arc abliteration qwen3 layer-streaming longrope weight-modification
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Jul 26, 2026 - Python
Local-first AI workstation. Run open-weight models, fine-tune, orchestrate multi-agent teams. No cloud required.
desktop-app privacy mcp multi-agent ai-agents fine-tuning tauri huggingface local-first llm llama-cpp local-llm agentic unsloth model-context-protocol abliteration
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Jul 26, 2026
MLX-native toolkit for understanding and reshaping how language models behave on Apple Silicon
python mlx adversarial-attacks red-teaming apple-silicon mechanistic-interpretability llm-safety abliteration
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May 2, 2026 - Python
Archive for Heretic-generated model reproducibility records. Fully local, single-command setup.
open-source reproducibility gradio heretic huggingface model-archive llm local-llm uncensored-llm abliteration archiving-tool model-preservation
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Jul 23, 2026 - Python
🔓 Ablate — directional ablation (abliteration) toolkit for open-source LLMs. Automatic censorship/refusal removal via residual-stream direction ablation, with KL-guided search, an LLM-judge harness, and one-call push to the Hub. pip install ablate-llm
python transformers pytorch ai-safety interpretability uncensored red-teaming optuna huggingface llm mechanistic-interpretability refusal abliteration activation-engineering
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Jul 18, 2026 - Python
Generate cybersecurity prompt datasets for Heretic abliteration and AI safety research
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Jul 5, 2026 - Python
Toolkit to abliterate any instruct-tuned LLM using Arditi 2024 + NousResearch method
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Apr 11, 2026 - Jupyter Notebook
Uncensoring LLMs via Albiteration and rehabilitating via RLVR/GRPO with small post training corpus
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Aug 16, 2025