# Heretic

## Docs

- [Hardware Optimization](https://mintlify.wiki/p-e-w/heretic/advanced/hardware-optimization.md): Optimize Heretic's performance for your hardware configuration
- [Uploading Models to Hugging Face](https://mintlify.wiki/p-e-w/heretic/advanced/model-upload.md): Share your decensored models with the community
- [Quantization](https://mintlify.wiki/p-e-w/heretic/advanced/quantization.md): Reduce VRAM requirements with 4-bit quantization
- [Basic Usage](https://mintlify.wiki/p-e-w/heretic/cli/basic-usage.md): Common usage patterns and examples for the Heretic CLI
- [CLI Options Reference](https://mintlify.wiki/p-e-w/heretic/cli/options.md): Complete reference for all Heretic command-line options
- [CLI Overview](https://mintlify.wiki/p-e-w/heretic/cli/overview.md): Introduction to the Heretic command-line interface
- [Directional Ablation](https://mintlify.wiki/p-e-w/heretic/concepts/abliteration.md): Deep dive into abliteration, refusal directions, and matrix orthogonalization
- [How Heretic Works](https://mintlify.wiki/p-e-w/heretic/concepts/how-it-works.md): Overview of Heretic's system architecture and abliteration process
- [Parameter Optimization](https://mintlify.wiki/p-e-w/heretic/concepts/optimization.md): TPE-based optimization, ablation parameters, and weight kernels
- [Evaluation Configuration](https://mintlify.wiki/p-e-w/heretic/configuration/evaluation.md): Configure datasets, refusal markers, and evaluation prompts for Heretic's optimization process
- [Model Loading Configuration](https://mintlify.wiki/p-e-w/heretic/configuration/model-loading.md): Configure how Heretic loads models into memory, including dtypes, quantization, and device mapping
- [Optimization Configuration](https://mintlify.wiki/p-e-w/heretic/configuration/optimization.md): Configure Heretic's abliteration optimization process, batch sizes, and KL divergence parameters
- [Configuration Overview](https://mintlify.wiki/p-e-w/heretic/configuration/overview.md): Learn how to configure Heretic using config files and CLI flags
- [Installation](https://mintlify.wiki/p-e-w/heretic/installation.md): Install Heretic and prepare your environment for model decensoring
- [Introduction](https://mintlify.wiki/p-e-w/heretic/introduction.md): Fully automatic censorship removal for language models
- [Quick Start](https://mintlify.wiki/p-e-w/heretic/quickstart.md): Decensor your first language model with Heretic in minutes
- [Citation & Acknowledgments](https://mintlify.wiki/p-e-w/heretic/reference/citation.md): How to cite Heretic and acknowledgments to prior research
- [FAQ](https://mintlify.wiki/p-e-w/heretic/reference/faq.md): Frequently asked questions about Heretic
- [Supported Models](https://mintlify.wiki/p-e-w/heretic/reference/supported-models.md): Model architectures and compatibility with Heretic
- [Troubleshooting](https://mintlify.wiki/p-e-w/heretic/reference/troubleshooting.md): Common issues and solutions when using Heretic
- [Residual Geometry Analysis](https://mintlify.wiki/p-e-w/heretic/research/geometry-analysis.md): Quantitative metrics for understanding refusal directions
- [Research Features Overview](https://mintlify.wiki/p-e-w/heretic/research/overview.md): Interpretability research tools for analyzing model internals
- [Residual Vector Plots](https://mintlify.wiki/p-e-w/heretic/research/residual-plots.md): Visualize residual vectors with PaCMAP projections and animations

## OpenAPI Specs

- [openapi](https://mintlify.wiki/p-e-w/heretic/api-reference/openapi.json)