Pith Number

pith:RCGFMECL

pith:2025:RCGFMECLY56YWZSP2KPNYARSOK

not attested not anchored not stored refs pending

ChameleonLLM: Batch-Aware Dynamic Low-Rank Adaptation via Inference-Time Clusters

Hassan Sawaf, Kamer Ali Yuksel

arxiv:2502.04315 v3 · 2025-02-06 · cs.CL · 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{RCGFMECLY56YWZSP2KPNYARSOK}

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	2026-07-05T10:12:26.562447Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

888c56104bc77d8b664fd29edc023272a0286dfbc46630ff5e3b7061a7b80e95

Aliases

arxiv: 2502.04315 · arxiv_version: 2502.04315v3 · doi: 10.48550/arxiv.2502.04315 · pith_short_12: RCGFMECLY56Y · pith_short_16: RCGFMECLY56YWZSP · pith_short_8: RCGFMECL

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/RCGFMECLY56YWZSP2KPNYARSOK \
  | 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: 888c56104bc77d8b664fd29edc023272a0286dfbc46630ff5e3b7061a7b80e95

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0fabe374b50d39c78ac02e443ffdff68464af01bf04acf80363da823f30036ad",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-06T18:57:06Z",
    "title_canon_sha256": "62ee2dbd21c76acc57ed7e135ee00f3d52e07ecd891646644776d3498b081235"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04315",
    "kind": "arxiv",
    "version": 3
  }
}