Pith Number

pith:MPMCXLMH

pith:2024:MPMCXLMHTN7DBOYOTYWNFPD3NN

not attested not anchored not stored refs pending

Fine-Tuning, Quantization, and LLMs: Navigating Unintended Outcomes

Anurakt Kumar, Divyanshu Kumar, Prashanth Harshangi, Sahil Agarwal

arxiv:2404.04392 v3 · 2024-04-05 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MPMCXLMHTN7DBOYOTYWNFPD3NN}

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

2 papers in Pith

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

Safety Drift After Fine-Tuning: Evidence from High-Stakes Domains

Receipt and verification

First computed	2026-07-05T09:04:34.439169Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63d82bad879b7e30bb0e9e2cd2bc7b6b6ce1e299285fdb3aa0ffbd66e6801b6a

Aliases

arxiv: 2404.04392 · arxiv_version: 2404.04392v3 · doi: 10.48550/arxiv.2404.04392 · pith_short_12: MPMCXLMHTN7D · pith_short_16: MPMCXLMHTN7DBOYO · pith_short_8: MPMCXLMH

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/MPMCXLMHTN7DBOYOTYWNFPD3NN \
  | 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: 63d82bad879b7e30bb0e9e2cd2bc7b6b6ce1e299285fdb3aa0ffbd66e6801b6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0eaa488a59cbfb46fd4bdc042a67724be3e478e54f3b660f644bdd7b082eee3c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-04-05T20:31:45Z",
    "title_canon_sha256": "449c6430e8668216d01ace5bef40c410ef357aa80d16d0e84a736ac3f4a0689c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.04392",
    "kind": "arxiv",
    "version": 3
  }
}