Pith Number

pith:SVQYSEI2

pith:2023:SVQYSEI2CVWDM2FRZHTKWIWQFF

not attested not anchored not stored refs pending

Test-Time Training on Nearest Neighbors for Large Language Models

Moritz Hardt, Yu Sun

arxiv:2305.18466 v3 · 2023-05-29 · cs.CL · 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{SVQYSEI2CVWDM2FRZHTKWIWQFF}

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.

Cited by

8 papers in Pith

Forget, Anticipate and Adapt: Test Time Training for Long Videos

HMARS: A Hierarchical Multi-Agent Memory System for Long-Context Reasoning

Learning to Discover at Test Time

Query-Conditioned Test-Time Self-Training for Large Language Models

Receipt and verification

First computed	2026-07-05T07:40:53.812944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

956189111a156c3668b1c9e6ab22d0294610edc679802b8f4d28fbf8b5cd50fc

Aliases

arxiv: 2305.18466 · arxiv_version: 2305.18466v3 · doi: 10.48550/arxiv.2305.18466 · pith_short_12: SVQYSEI2CVWD · pith_short_16: SVQYSEI2CVWDM2FR · pith_short_8: SVQYSEI2

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/SVQYSEI2CVWDM2FRZHTKWIWQFF \
  | 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: 956189111a156c3668b1c9e6ab22d0294610edc679802b8f4d28fbf8b5cd50fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c76bb56d2b14821cb032b6ed409e7d2c0c63c093105f8044bfeeb4a5f17d6c6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-29T08:03:28Z",
    "title_canon_sha256": "8fd5243bc8882fb7981eac4d362f30a2096e9ce8f7095132c0ba118e2c6a9c71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18466",
    "kind": "arxiv",
    "version": 3
  }
}