{
  "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"
}