| { |
| "schema_version": 1, |
| "title": "Repro - High-Dimensional Learning Dynamics of Quantized Models with STE", |
| "emoji": "🎯", |
| "space_id": "Joshi2312/repro-ste-quantized-learning-dynamics", |
| "paper": { |
| "arxiv_id": "2510.10693", |
| "openreview_id": "bI9moH3UZw", |
| "title": "High-Dimensional Learning Dynamics of Quantized Models with Straight-Through Estimator" |
| }, |
| "tags": [ |
| "icml2026-repro", |
| "paper-bI9moH3UZw" |
| ], |
| "updated_at": "2026-07-16T17:38:09+00:00", |
| "root": { |
| "slug": "index", |
| "title": "Repro - High-Dimensional Learning Dynamics of Quantized Models with STE", |
| "file": "pages/index.md", |
| "children": [ |
| { |
| "slug": "overview-scope-and-headline-findings", |
| "title": "Overview: scope and headline findings", |
| "file": "pages/overview-scope-and-headline-findings/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-1-ste-to-ode-convergence-theorem-v-3", |
| "title": "Claim 1: STE-to-ODE convergence (Theorem V.3)", |
| "file": "pages/claim-1-ste-to-ode-convergence-theorem-v-3/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-2-plateau-and-sharp-drop-vs-quantization-range-figs-2-3", |
| "title": "Claim 2: Plateau and sharp drop vs quantization range (Figs. 2-3)", |
| "file": "pages/claim-2-plateau-and-sharp-drop-vs-quantization-range-figs-2-3/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-3-fixed-points-and-deviation-from-unquantized-model-prop-vi-1-thm-vi-3", |
| "title": "Claim 3: Fixed points and deviation from unquantized model (Prop. VI.1, Thm VI.3)", |
| "file": "pages/claim-3-fixed-points-and-deviation-from-unquantized-model-prop-vi-1-thm-vi-3/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "setup-inferences-and-traps", |
| "title": "Setup, inferences and traps", |
| "file": "pages/setup-inferences-and-traps/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "hf-jobs-scaled-runs", |
| "title": "HF Jobs - scaled runs", |
| "file": "pages/hf-jobs-scaled-runs/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "conclusion", |
| "title": "Conclusion", |
| "file": "pages/conclusion/page.md", |
| "children": [] |
| } |
| ] |
| }, |
| "agent_view_tokens": 9770, |
| "revision": "1784223489004920766" |
| } |
