Unified access to Large Language Model modules using NNsight
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Jul 2, 2026 - Python
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nnsight
Here are 6 public repositories matching this topic...
Token-time interpretability instrument for language models — measures how generation trajectories move, branch, and respond to perturbation. Deterministic intervention comparisons via SeedCache branchpoints, hysteresis protocol, and SAE-feature steering.
transformers pytorch language-models ai-safety sae interpretability mechanistic-interpretability nnsight activation-steering perturbation-experiments
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Apr 30, 2026 - Python
Code for the paper "Vision-Default, Prior-Override: Causal Mechanisms of Perception-Knowledge Conflict in Vision-Language Models." Activation patching, knockout ablation, and mechanistic analysis of how VLMs resolve perception-knowledge conflicts, across Qwen 2.5 VL, LLaVA-NeXT, and PaliGemma 2.
vlm interpretability multimodal mechanistic-interpretability causal-tracing activation-patching vision-language-models nnsight
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Jun 22, 2026 - Jupyter Notebook
ADI — AWS Deep Inference: ephemeral remote access to model internals (nnsight) on right-sized EC2 GPUs, per session, in your own AWS account.
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Jul 4, 2026 - Go
A small, extensible mechanistic-interpretability lab — logit lens & activation patching on GPT-2 and Qwen3 behind a unified backend adapter. Config-driven, tested, laptop-friendly.
pytorch interpretability gpt2 mechanistic-interpretability transformerlens qwen causal-tracing activation-patching nnsight qwen3 logit-lens
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Jun 19, 2026 - Python
Training-free cross-model capability transfer via linear activation alignment | Master Key Hypothesis (arXiv:2604.06377)
pytorch unlock huggingface llm chain-of-thought mechanistic-interpretability nnsight capability-transfer master-key-hypothesis
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Apr 13, 2026 - Python
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