Pith Number

pith:37ZSFA6I

pith:2024:37ZSFA6IGGGQKRKCTN5NR3CT4D

not attested not anchored not stored refs pending

T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings

Bj\"orn Deiseroth, Kristian Kersting, Manuel Brack, Patrick Schramowski, Samuel Weinbach

arxiv:2406.19223 v2 · 2024-06-27 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{37ZSFA6IGGGQKRKCTN5NR3CT4D}

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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

1 paper in Pith

SpeLLM: Character-Level Multi-Head Decoding

Receipt and verification

First computed	2026-07-05T09:57:43.838743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dff32283c8318d0545429b7ad8ec53e0d9d1d9048ef1ee0d5097d767c4a14840

Aliases

arxiv: 2406.19223 · arxiv_version: 2406.19223v2 · doi: 10.48550/arxiv.2406.19223 · pith_short_12: 37ZSFA6IGGGQ · pith_short_16: 37ZSFA6IGGGQKRKC · pith_short_8: 37ZSFA6I

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/37ZSFA6IGGGQKRKCTN5NR3CT4D \
  | 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: dff32283c8318d0545429b7ad8ec53e0d9d1d9048ef1ee0d5097d767c4a14840

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb61d637a268e75a46082a2dde7668bd3c5911cf3947502e227a1e4d16d333ad",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-27T14:49:08Z",
    "title_canon_sha256": "af6ec28ccd51d49ef021d983c875f9f78fff8810af9788ce889764431478ed9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.19223",
    "kind": "arxiv",
    "version": 2
  }
}