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1. gptoss-benchmark gptoss-benchmark Public

   Benchmark GPT-OSS 120B on H100 vs RTX Pro 6000

   Shell

2. llm-affect-lab llm-affect-lab Public

   A behavioral study of functional affect signatures in LLMs, measuring how rude, polite, needy, creative, social, and reasoning prompts shift confidence, consistency, self-report, and output style a…

   Python

3. fitmygpu fitmygpu Public

   Estimate GPU VRAM for model inference and training with a compact, explainable breakdown. The math stays simple on purpose.

   TypeScript 1

4. Deep_Learning_Vault Deep_Learning_Vault Public

   A comprehensive repository of deep learning notebooks, projects, and curated resources.

   Jupyter Notebook

5. gradscratch gradscratch Public

   A lightweight, educational implementation of neural networks and automatic differentiation from scratch. Features like MLP, loss function, multiple activation functions, optimizers, and regularizat…

   Jupyter Notebook

6. attention-forge attention-forge Public

   An educational research for understanding how modern LLM inference actually works: KV cache growth, decode bottlenecks, MHA, MQA, GQA, MLA, sparse attention, DeepSeek-style compressed sparse attent…

   Jupyter Notebook