diff --git a/README.md b/README.md index ed614aa..6e41332 100644 --- a/README.md +++ b/README.md @@ -55,7 +55,7 @@ Once published on arXiv: 1. **Quick Overview**: Read `executive_summary.md` (2 pages) 2. **Technical Summary**: Read `two_page_summary.tex` (2 pages, compile to PDF) -3. **Full Paper**: Read `main.tex` (23 pages, compile to PDF) +3. **Full Paper**: Read `main.tex` (24 pages, compile to PDF) 4. **Try It Yourself**: Visit the [experiments repository](https://github.com/sqrtspace/sqrtspace-experiments) ## Contact diff --git a/figures/memory_usage_analysis.png b/figures/memory_usage_analysis.png deleted file mode 100644 index 2eaebec..0000000 Binary files a/figures/memory_usage_analysis.png and /dev/null differ diff --git a/figures/ollama_spacetime_results.png b/figures/ollama_spacetime_results.png new file mode 100644 index 0000000..524680f Binary files /dev/null and b/figures/ollama_spacetime_results.png differ diff --git a/figures/paper_sorting_figure.png b/figures/paper_sorting_figure.png deleted file mode 100644 index 36db6e5..0000000 Binary files a/figures/paper_sorting_figure.png and /dev/null differ diff --git a/figures/sqlite_heavy_experiment.png b/figures/sqlite_heavy_experiment.png deleted file mode 100644 index 31faeaa..0000000 Binary files a/figures/sqlite_heavy_experiment.png and /dev/null differ diff --git a/main.tex b/main.tex index 7ffd969..feddd2f 100644 --- a/main.tex +++ b/main.tex @@ -505,6 +505,13 @@ Chunked $\sqrt{n}$ & 54.10 $\pm$ 2.71s & 2.41 MB & 122 & 18.3× \\ The 18.3× slowdown aligns more closely with theoretical predictions than our simulated results, demonstrating that real models exhibit the expected space-time tradeoffs when processing is dominated by model inference rather than memory bandwidth. +\begin{figure}[htbp] +\centering +\includegraphics[width=0.95\textwidth]{figures/ollama_spacetime_results.png} +\caption{Real LLM experiments with Ollama showing (a) 18.3× slowdown for √n context chunking and (b) minimal 7.6\% overhead for checkpointing. These results with production models validate the theoretical space-time tradeoffs.} +\label{fig:ollama_results} +\end{figure} + \begin{figure}[htbp] \centering \includegraphics[width=0.95\textwidth]{figures/llm_attention_tradeoff.png} diff --git a/two_page_summary.pdf b/two_page_summary.pdf index a6201aa..b49c77d 100644 Binary files a/two_page_summary.pdf and b/two_page_summary.pdf differ diff --git a/ubiquity.pdf b/ubiquity.pdf index b363cca..bd6dba6 100644 Binary files a/ubiquity.pdf and b/ubiquity.pdf differ