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Interpreting-LoRA-Fine-Tuning
Interpreting-LoRA-Fine-Tuning PublicInterpretability study of LoRA fine-tuning in LLMs: where LoRA puts its capacity (per-module update norm + effective rank) and how much it shifts representations (layer-wise drift), with rank/modul…
Jupyter Notebook 1
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LLM-Agent-Toolbox
LLM-Agent-Toolbox PublicBuilding blocks for LLM multi-agent systems: semantic tool selection (embeddings + recall@k) and a blackboard coordination primitive. From scratch, tested.
Python 1
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Medical-RAG-Knowledge-Graphs
Medical-RAG-Knowledge-Graphs PublicMultimodal medical RAG: ColPali visual retrieval + Google Gemini + a Mondo Knowledge Graph, evaluated on the MIRAGE benchmark.
Python 2
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Bayesian-Learning-of-Neural-Interactions
Bayesian-Learning-of-Neural-Interactions PublicBayesian filtering that recovers the interaction structure of a network of neurons from their spike times: exact posterior, consistency with a CLT rate, and an SMC extension. Paper + reproducible c…
TeX
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GPT-from-Scratch
GPT-from-Scratch PublicA modern decoder-only Transformer (RoPE, RMSNorm, SwiGLU, KV-cache) implemented and trained from scratch in PyTorch on TinyStories, with a copy-task smoke test.
Python
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video-modality-diagnostics
video-modality-diagnostics PublicDo video models actually use the video? A modality-ablation, contribution and robustness diagnostic for multimodal VideoQA (vision/audio/subtitles). Offline-testable + Colab VLM backend.
Jupyter Notebook
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