Pith Number

pith:52G4CBWN

pith:2024:52G4CBWN6FWNVNGE7BTQDXC2PW

not attested not anchored not stored refs pending

SKIM: Any-bit Quantization Pushing The Limits of Post-Training Quantization

Bo Liu, Qiang Liu, Runsheng Bai

arxiv:2412.04180 v2 · 2024-12-05 · 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{52G4CBWN6FWNVNGE7BTQDXC2PW}

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

1 paper in Pith

LCD: Advancing Extreme Low-Bit Clustering for Large Language Models via Knowledge Distillation

Receipt and verification

First computed	2026-07-05T09:46:00.366794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee8dc106cdf16cdab4c4f86701dc5a7dac7c1f50b3a06f2a9ac5eaa7dd639e13

Aliases

arxiv: 2412.04180 · arxiv_version: 2412.04180v2 · doi: 10.48550/arxiv.2412.04180 · pith_short_12: 52G4CBWN6FWN · pith_short_16: 52G4CBWN6FWNVNGE · pith_short_8: 52G4CBWN

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/52G4CBWN6FWNVNGE7BTQDXC2PW \
  | 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: ee8dc106cdf16cdab4c4f86701dc5a7dac7c1f50b3a06f2a9ac5eaa7dd639e13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df531072f79acc2daa036f13f751c9925b3bf88362a4331d266b2d88430c4569",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-05T14:19:59Z",
    "title_canon_sha256": "909215e6599ff36aa970588b6e5ae5262f3486670f7b0080390e8364ee7db351"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04180",
    "kind": "arxiv",
    "version": 2
  }
}