model-alignment

Here are 5 public repositories matching this topic...

Ethyros-AI / ModelCypher

ModelCypher - Decipher the high dimensional geometry of LLMs. An open source x-ray into LLM representation structure.

deep-learning geometry machine-learning-algorithms lora representation-learning procrustes manifold-learning model-alignment ai-safety mlx cka jax apple-silicon llms model-merging

Updated Jul 14, 2026
Python

karloks2005 / JailbreakLab

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Test and evaluate Large Language Models against prompt injections, jailbreaks, and adversarial attacks with a web-based interactive lab.

react docker kubernetes jailbreak model-alignment machine-learning-security ai-security fastapi huggingface prompt-injection llm-security llm-safety security-research-tool ai-evaluation-framework adversarial-ai prompt-defense llm-red-teaming

Updated Mar 27, 2026
Python

Ayush-2703 / Large_languaage_Models

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A comprehensive blueprint for Large Language Models. A rigorous curriculum covering transformer architectures, pre-training dynamics, parameter-efficient fine-tuning (PEFT), RAG orchestration, model quantization, evaluation, and alignment.

transformer lora quantization model-alignment fine-tuning rag large-language-models prompt-engineering llms generative-ai rlhf fine-tuning-llm large-language-models-llms

Updated Sep 7, 2026
Python

infinition / z-manifold

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Constrained adaptation of language models on a manifold of valid adapters, studied as a safety mechanism: poisoning resistance, out-of-distribution detection, and few-shot regularization, by construction rather than by heuristics.

deep-learning manifold-learning model-alignment ai-security out-of-distribution large-language-models arxiv-paper poisoning-defense lora-safety fine-tuning-safety