0xwilliamortiz
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openclaude-improved
OpenClaude is an open-source CLI coding agent that runs on any platform and supports a wide range of LLM providers, offering the same tools and workflows as Claude Code.
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FR-AI / ANALYSISWhy it is worth attention
It enables no-training, no-dataset model editing with a live preview of changes, and exports standard safetensors weights that can be used anywhere without additional code.
Who it is for
- ML researchers exploring interpretability
- developers wanting to customize LLMs without fine-tuning
- AI safety practitioners testing behavioral modifications
- hobbyists interested in hands-on model editing
Use cases
- Changing a model's persona (e.g., from assistant to fish)
- Removing or attenuating specific unwanted behaviors
- Creating custom personalities for characters or applications
- Exploring how different layers contribute to model outputs
Strengths
- Live Jacobian lens visualization with heatmaps, token clouds, and per-layer rank curves
- Supports multiple export formats: full checkpoint, modified layers, LoRA, and GGUF
- Edits can be previewed in real-time during chat and exported faithfully
- Works with any Hugging Face transformers model, including fine-tunes on their base model lens
Considerations
- Requires an NVIDIA GPU with CUDA; no CPU fallback
- Only supports safetensors/transformers models, not GGUF files directly
- Editing effectiveness varies by architecture (Gemma models are harder to modify)
- May degrade model intelligence; requires testing and intuition to avoid dumbing down
README quick start
Installation
Description
Jacobian-Brainwash : A manual alignment tool for large language models built on Anthropic's Jacobian Lens. Results are exportable.
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