Pith Number

pith:ZZW3P6TZ

pith:2024:ZZW3P6TZIJFOYAMBEMK2RUZWWN

not attested not anchored not stored refs pending

Mini-Sequence Transformer: Optimizing Intermediate Memory for Long Sequences Training

Anima Anandkumar, Beidi Chen, Cheng Luo, Jiawei Zhao, Zhuoming Chen

arxiv:2407.15892 v4 · 2024-07-22 · 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{ZZW3P6TZIJFOYAMBEMK2RUZWWN}

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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

StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs

Receipt and verification

First computed	2026-07-05T09:33:35.550288Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce6db7fa79424aec01812315a8d336b354eedf9d14e9aa23823261de35e72464

Aliases

arxiv: 2407.15892 · arxiv_version: 2407.15892v4 · doi: 10.48550/arxiv.2407.15892 · pith_short_12: ZZW3P6TZIJFO · pith_short_16: ZZW3P6TZIJFOYAMB · pith_short_8: ZZW3P6TZ

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/ZZW3P6TZIJFOYAMBEMK2RUZWWN \
  | 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: ce6db7fa79424aec01812315a8d336b354eedf9d14e9aa23823261de35e72464

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e54422611b62e4e2b79a2a3ce935c54393b2fdaad30fc947dcecc1f289de915",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-22T01:52:30Z",
    "title_canon_sha256": "1db49b857107fb17de483083d8687226fe96bcbcbd26549049d5af732ec05183"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15892",
    "kind": "arxiv",
    "version": 4
  }
}