Pith Number

pith:7MWEPOGI

pith:2025:7MWEPOGIC55GLQUL4FNTIWXRF5

not attested not anchored not stored refs pending

Huff-LLM: End-to-End Lossless Compression for Efficient LLM Inference

Arun George, Chinmay Hegde, Patrick Yubeaton, Pooria Taheri, Sai Qian Zhang, Shehab Naga, Siddharth Garg, Siddharth Joshi, Tareq Mahmoud, Tianhua Xia, Yasmein Khalil

arxiv:2502.00922 v1 · 2025-02-02 · cs.LG · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7MWEPOGIC55GLQUL4FNTIWXRF5}

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

6 papers in Pith

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SplitZip: Ultra Fast Lossless KV Compression for Disaggregated LLM Serving

ZipMoE: Efficient On-Device MoE Serving via Lossless Compression and Cache-Affinity Scheduling

ENEC: A Lossless AI Model Compression Method Enabling Fast Inference on Ascend NPUs

SplitZip: Ultra Fast Lossless KV Compression for Disaggregated LLM Serving

Receipt and verification

First computed	2026-07-05T10:08:40.182766Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb2c47b8c8177a65c28be15b345af12f58ab4ca1b643398073592a4ed824eb1f

Aliases

arxiv: 2502.00922 · arxiv_version: 2502.00922v1 · doi: 10.48550/arxiv.2502.00922 · pith_short_12: 7MWEPOGIC55G · pith_short_16: 7MWEPOGIC55GLQUL · pith_short_8: 7MWEPOGI

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/7MWEPOGIC55GLQUL4FNTIWXRF5 \
  | 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: fb2c47b8c8177a65c28be15b345af12f58ab4ca1b643398073592a4ed824eb1f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02fd16dd4a2a7d810fb218f35c0295727cc75834adc6756587620a5be0ad8270",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-02T21:23:42Z",
    "title_canon_sha256": "08035ab0fcee0032f11fdb8fca9834ae0b502a834bb5d056932c8caeee63b4f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00922",
    "kind": "arxiv",
    "version": 1
  }
}