Pith Number

pith:DG2KIPLT

pith:2024:DG2KIPLTAZWZV4FE3SWPDSYKKZ

not attested not anchored not stored refs pending

Training Ultra Long Context Language Model with Fully Pipelined Distributed Transformer

Dhabaleswar K. Panda, Hari Subramoni, Jinghan Yao, Masahiro Tanaka, Olatunji Ruwase, Sam Ade Jacobs

arxiv:2408.16978 v2 · 2024-08-30 · cs.DC · 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{DG2KIPLTAZWZV4FE3SWPDSYKKZ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T11:02:12.401349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19b4a43d73066d9af0a4dcacf1cb0a5678c7f3901aae1ba43496e465c42e01bd

Aliases

arxiv: 2408.16978 · arxiv_version: 2408.16978v2 · doi: 10.48550/arxiv.2408.16978 · pith_short_12: DG2KIPLTAZWZ · pith_short_16: DG2KIPLTAZWZV4FE · pith_short_8: DG2KIPLT

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/DG2KIPLTAZWZV4FE3SWPDSYKKZ \
  | 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: 19b4a43d73066d9af0a4dcacf1cb0a5678c7f3901aae1ba43496e465c42e01bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22f53c3e66bed566fe55dd3ee621319b5a50813eeba7992131839dfcba7a3876",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-08-30T02:44:26Z",
    "title_canon_sha256": "b0e899b4e5bf4a1590b414e2a7746bfc2c1b4da63b33923ae02877ed89564bd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.16978",
    "kind": "arxiv",
    "version": 2
  }
}