Pith Number

pith:QMROJYLE

pith:2024:QMROJYLEL7IMXG3SXYXYAJ362F

not attested not anchored not stored refs pending

Tensor Train Low-rank Approximation (TT-LoRA): Democratizing AI with Accelerated LLMs

Afia Anjum, Boian Alexandrov, Ismael Boureima, Maksim E. Eren, Manish Bhattarai

arxiv:2408.01008 v1 · 2024-08-02 · cs.LG · cs.AI

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

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\usepackage{pith}
\pithnumber{QMROJYLEL7IMXG3SXYXYAJ362F}

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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

Rethinking the Role of Tensor Decompositions in Post-Training LLM Compression

Receipt and verification

First computed	2026-07-05T08:51:25.622941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8322e4e1645fd0cb9b72be2f80277ed162230d33ac173ddf1597f0084d5420f1

Aliases

arxiv: 2408.01008 · arxiv_version: 2408.01008v1 · doi: 10.48550/arxiv.2408.01008 · pith_short_12: QMROJYLEL7IM · pith_short_16: QMROJYLEL7IMXG3S · pith_short_8: QMROJYLE

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/QMROJYLEL7IMXG3SXYXYAJ362F \
  | 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: 8322e4e1645fd0cb9b72be2f80277ed162230d33ac173ddf1597f0084d5420f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "254f5605c676aa71c0c4d02145e6f2887465ff96825cc7116290eaf84b7cb14f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-02T04:45:58Z",
    "title_canon_sha256": "2a541bce57a9f05580b06d49bd81695d9f043f4f6ff3a687442efb06d408eec0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.01008",
    "kind": "arxiv",
    "version": 1
  }
}