Pith Number

pith:TEA7QB2F

pith:2023:TEA7QB2FZCYKWJIOFPSFHT3GIG

not attested not anchored not stored refs pending

Compress, Then Prompt: Improving Accuracy-Efficiency Trade-off of LLM Inference with Transferable Prompt

Anshumali Shrivastava, Beidi Chen, Jue Wang, Kaixiong Zhou, Xia Hu, Yuxin Tang, Zhaozhuo Xu, Zirui Liu

arxiv:2305.11186 v2 · 2023-05-17 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{TEA7QB2FZCYKWJIOFPSFHT3GIG}

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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

Efficient Visual Appearance Optimization by Learning from Prior Preferences

Receipt and verification

First computed	2026-07-05T06:58:56.693269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9901f80745c8b0ab250e2be453cf66419fb77159485a7b464e1e7349b771bf83

Aliases

arxiv: 2305.11186 · arxiv_version: 2305.11186v2 · doi: 10.48550/arxiv.2305.11186 · pith_short_12: TEA7QB2FZCYK · pith_short_16: TEA7QB2FZCYKWJIO · pith_short_8: TEA7QB2F

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/TEA7QB2FZCYKWJIOFPSFHT3GIG \
  | 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: 9901f80745c8b0ab250e2be453cf66419fb77159485a7b464e1e7349b771bf83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68b5b8ea9b3d60cc31d9d9092027141f2033fc6ef833fa7b9447182cf183e1af",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-17T20:45:13Z",
    "title_canon_sha256": "1e213ac8336dc0a682006ea662d320f5e5c8a5f2ff1c226dabce4875583d6e9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11186",
    "kind": "arxiv",
    "version": 2
  }
}