vimarsh/repro-float8-2bits-entropy-coding-enables-data-free-model-compression

1{2  "schema_version": 1,3  "title": "Repro - Float8@2bits: Entropy Coding Enables Data-Free Model Compression",4  "emoji": "🎯",5  "space_id": "vimarsh/repro-float8-2bits-entropy-coding-enables-data-free-model-compression",6  "paper": {7    "openreview_id": "15SdFmonYz"8  },9  "tags": [10    "icml2026-repro",11    "paper-15SdFmonYz"12  ],13  "updated_at": "2026-07-17T06:08:09+00:00",14  "root": {15    "slug": "index",16    "title": "Repro - Float8@2bits: Entropy Coding Enables Data-Free Model Compression",17    "file": "pages/index.md",18    "children": [19      {20        "slug": "claim-1-compression-time-and-gpu-ans",21        "title": "Claim 1: compression time and GPU ANS",22        "file": "pages/claim-1-compression-time-and-gpu-ans/page.md",23        "children": []24      },25      {26        "slug": "claim-2-llama-2-7b-c4-perplexity",27        "title": "Claim 2: LLaMA-2 7B C4 perplexity",28        "file": "pages/claim-2-llama-2-7b-c4-perplexity/page.md",29        "children": []30      },31      {32        "slug": "claim-3-calibrated-method-comparison",33        "title": "Claim 3: calibrated-method comparison",34        "file": "pages/claim-3-calibrated-method-comparison/page.md",35        "children": []36      },37      {38        "slug": "claim-4-representational-expressivity",39        "title": "Claim 4: representational expressivity",40        "file": "pages/claim-4-representational-expressivity/page.md",41        "children": []42      },43      {44        "slug": "claim-5-inference-throughput",45        "title": "Claim 5: inference throughput",46        "file": "pages/claim-5-inference-throughput/page.md",47        "children": []48      },49      {50        "slug": "claim-6-instruction-tuned-benchmarks",51        "title": "Claim 6: instruction-tuned benchmarks",52        "file": "pages/claim-6-instruction-tuned-benchmarks/page.md",53        "children": []54      },55      {56        "slug": "conclusion",57        "title": "Conclusion",58        "file": "pages/conclusion/page.md",59        "children": []60      },61      {62        "slug": "float8-2bits-repro",63        "title": "float8-2bits-repro",64        "file": "pages/float8-2bits-repro/page.md",65        "children": []66      },67      {68        "slug": "claim-1-llpf-m2m-low-loss-connectivity",69        "title": "Claim 1: LLPF_M2M low-loss connectivity",70        "file": "pages/claim-1-llpf-m2m-low-loss-connectivity/page.md",71        "children": []72      },73      {74        "slug": "claim-2-layer-wise-distance-consistency",75        "title": "Claim 2: Layer-wise distance consistency",76        "file": "pages/claim-2-layer-wise-distance-consistency/page.md",77        "children": []78      },79      {80        "slug": "claim-3-llpf-versus-autoneb",81        "title": "Claim 3: LLPF versus AutoNEB",82        "file": "pages/claim-3-llpf-versus-autoneb/page.md",83        "children": []84      },85      {86        "slug": "claim-4-llpf-m2o-toward-origin",87        "title": "Claim 4: LLPF_M2O toward origin",88        "file": "pages/claim-4-llpf-m2o-toward-origin/page.md",89        "children": []90      }91    ]92  },93  "agent_view_tokens": 3286,94  "revision": "1784268489639454773"95}