incomplete, I'm still working on this

Tags

This is a map of 32 tags over 15 entries (papers, posts, slides, and posters). Larger nodes mark recurring themes; lines show papers, posts, slides, and posters sharing those themes.

Tags32
Entries (notes) 15
Links65
LargestLLMs

Tag Entry Atlas

Tag and entry networkThe largest tag nodes sit near the center. Outer nodes are entries. Lines connect entries to their tags.Paper: Don’t Pass@π‘˜: A Bayesian Framework for Large Language Model EvaluationPaper: Quantize What Counts: More For Keys, Less For Values β˜οΈπŸ”‘πŸ‘‡πŸ”’Paper: 70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length FloatPost: Entropy of bfloat16 During Training: How Optimizers Shape Weight DistributionsPost: Entropy of bfloat16: 8 Bits Are Doing 2.6 Bits of WorkPost: Simulating LLM Evaluation Datasets Using Psychometric ModelsPost: Simulating LLM Answers to Evaluation DatasetsSlide: LLM Research DirectionsSlide: Virtual Agentic Lab!Slide: Tool Use (Function Calling) & RAGSlide: State of Large Language ModelsSlide: Test-Time Scaling Under BudgetSlide: Psychometric Modeling of LLM Evaluation DatasetsPoster: Ranking Reasoning LLMs under Test-Time ScalingPoster: Don't Pass@k: A Bayesian Framework for Large Language Model EvaluationLLMs: 12 entriesLLMsCompression: 4 entriesCompressionReasoning: 4 entriesReasoningBayesian: 3 entriesBayesianEfficiency: 3 entriesEfficiencyInference: 3 entriesInferenceSimulation: 3 entriesSimulationTest-Time Scaling: 3 entriesTest-Time ScalingBayesian Methods: 2 entriesBayesian MethodsBenchmarking: 2 entriesBenchmarkingInformation Theory: 2 entriesInformation TheoryQuantization: 2 entriesQuantizationScorio: 2 entriesScorioStatistics: 2 entriesStatisticsAI: 1 entriesAIAI Agents: 1 entriesAI AgentsDatasets: 1 entriesDatasetsEvaluation: 1 entriesFunction Calling: 1 entriesGPU: 1 entriesKV cache: 1 entriesLLM Evaluation: 1 entriesLLM Ranking: 1 entriesLossless: 1 entriesNanobodies: 1 entriesOptimizers: 1 entriesProtein Design: 1 entriesRAG: 1 entriesReasoning Models: 1 entriesScience: 1 entries
Papers Posts Slides Posters

Signal

The strongest tags and pairings show where the archive has accumulated repeated work.

LLMs 3 papers / 3 posts / 6 slides
12 Compression 1 papers / 2 posts / 1 slides
4 Reasoning 1 papers / 1 posts / 2 slides
4 Bayesian 1 papers / 2 posters
3 Efficiency 2 papers / 1 posts
3 Inference 2 papers / 1 posts
3 Simulation 1 papers / 2 posts
3 Test-Time Scaling 1 slides / 2 posters
3 Bayesian Methods 2 slides
2 Benchmarking 2 posters
2
LLMs + Reasoning shared entries 4 LLMs + Compression shared entries 3 LLMs + Efficiency shared entries 3 LLMs + Inference shared entries 3 LLMs + Simulation shared entries 3 Bayesian + Benchmarking shared entries 2 Bayesian + Scorio shared entries 2 Bayesian + Test-Time Scaling shared entries 2

All Tags

AI 1 AI Agents 1 Bayesian 3 Bayesian Methods 2 Benchmarking 2 Compression 4 Datasets 1 Efficiency 3 Evaluation 1 Function Calling 1 GPU 1 Inference 3 Information Theory 2 KV cache 1 LLM Evaluation 1 LLM Ranking 1 LLMs 12 Lossless 1 Nanobodies 1 Optimizers 1 Protein Design 1 Quantization 2 RAG 1 Reasoning 4 Reasoning Models 1 Science 1 Scorio 2 Simulation 3 Statistics 2 Test-Time Scaling 3 Tools 1 Training 1