Pith Number

pith:GGNFVPM2

pith:2024:GGNFVPM2JBKAB4VQMO56AHA4M5

not attested not anchored not stored refs pending

Cut Your Losses in Large-Vocabulary Language Models

Alexander Hertzberg, Brody Huval, Erik Wijmans, Philipp Kr\"ahenb\"uhl, Vladlen Koltun

arxiv:2411.09009 v2 · 2024-11-13 · cs.LG · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GGNFVPM2JBKAB4VQMO56AHA4M5}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

Large Byte Model: Teaching Language Models About Compiled Code

Towards Generalizable and Efficient Large-Scale Generative Recommenders

Faster and Memory-Efficient Training of Sequential Recommendation Models for Large Catalogs

Receipt and verification

First computed	2026-07-05T10:28:26.265738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

319a5abd9a485400f2b063bbe01c1c6760026af93b4c8157f89e231530d1c56e

Aliases

arxiv: 2411.09009 · arxiv_version: 2411.09009v2 · doi: 10.48550/arxiv.2411.09009 · pith_short_12: GGNFVPM2JBKA · pith_short_16: GGNFVPM2JBKAB4VQ · pith_short_8: GGNFVPM2

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/GGNFVPM2JBKAB4VQMO56AHA4M5 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 319a5abd9a485400f2b063bbe01c1c6760026af93b4c8157f89e231530d1c56e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc96f288fe096ba666ae2bf29c1903c551434666f24f2d4d32d06b217e422f8c",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-13T20:30:15Z",
    "title_canon_sha256": "429428b0bd4b6a9112b26db874de0a895d9dfe8bcfbbc427e408af9e965deec6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09009",
    "kind": "arxiv",
    "version": 2
  }
}