Pith Number

pith:TUMMT23L

pith:2024:TUMMT23LDMQAXPO77KF2AHWRDG

not attested not anchored not stored refs pending

JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning

Anique Tahir, Huan Liu, Lu Cheng

arxiv:2403.11366 v2 · 2024-03-17 · cs.LG · cs.CL · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TUMMT23LDMQAXPO77KF2AHWRDG}

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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

Evaluating LLMs Capabilities Towards Understanding Social Dynamics

Receipt and verification

First computed	2026-07-05T07:57:52.467249Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d18c9eb6b1b200bbddffa8ba01ed119bfddb9397e85283baf9dc2d974d7488e

Aliases

arxiv: 2403.11366 · arxiv_version: 2403.11366v2 · doi: 10.48550/arxiv.2403.11366 · pith_short_12: TUMMT23LDMQA · pith_short_16: TUMMT23LDMQAXPO7 · pith_short_8: TUMMT23L

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/TUMMT23LDMQAXPO77KF2AHWRDG \
  | 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: 9d18c9eb6b1b200bbddffa8ba01ed119bfddb9397e85283baf9dc2d974d7488e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "105265d71fcecfda6405191db17e379ee82961b721e4d0990a2e83a4f07aba42",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-17T23:02:04Z",
    "title_canon_sha256": "7a433583819fe56d4fb6862c80ccd8346bbe58c40d6302f1dfcd496f1ac106fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11366",
    "kind": "arxiv",
    "version": 2
  }
}