Pith Number

pith:SY4L4SVH

pith:2024:SY4L4SVHEPZCVAJYIOI6U4CAAL

not attested not anchored not stored refs pending

MELODI: Exploring Memory Compression for Long Contexts

Andrey Zhmoginov, Aren Jansen, David Racz, DeLesley Hutchins, Jesper Andersen, Yinpeng Chen

arxiv:2410.03156 v1 · 2024-10-04 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SY4L4SVHEPZCVAJYIOI6U4CAAL}

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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

LCIRC: A Recurrent Compression Approach for Efficient Long-form Context and Query Dependent Modeling in LLMs

Receipt and verification

First computed	2026-07-05T09:15:45.372762Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9638be4aa723f22a81384391ea704002f83e58b13e16d7b4febe0452ef68758e

Aliases

arxiv: 2410.03156 · arxiv_version: 2410.03156v1 · doi: 10.48550/arxiv.2410.03156 · pith_short_12: SY4L4SVHEPZC · pith_short_16: SY4L4SVHEPZCVAJY · pith_short_8: SY4L4SVH

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/SY4L4SVHEPZCVAJYIOI6U4CAAL \
  | 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: 9638be4aa723f22a81384391ea704002f83e58b13e16d7b4febe0452ef68758e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03c8c4cd22c3e9e2bb9c474a8142911fda9ab384f58425fd677288e35cf1c65d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-04T05:34:15Z",
    "title_canon_sha256": "170690cfa31d598b9fb6e38eaa342ca970f1dff4f9820838afc51ee3555c4227"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03156",
    "kind": "arxiv",
    "version": 1
  }
}