Pith Number

pith:NYZ4C5YK

pith:2024:NYZ4C5YKWHMXNVREOSDLTJTRTN

not attested not anchored not stored refs pending

Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment

Du-Seong Chang, Janghwan Lee, Jungwook Choi, Minsoo Kim, Seongmin Park, Sukjin Hong

arxiv:2407.03051 v2 · 2024-07-03 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NYZ4C5YKWHMXNVREOSDLTJTRTN}

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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

RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models

Receipt and verification

First computed	2026-07-05T08:45:30.347302Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e33c1770ab1d976d6247486b9a6719b7623d1f96c5a87b1755a32dce193d69d

Aliases

arxiv: 2407.03051 · arxiv_version: 2407.03051v2 · doi: 10.48550/arxiv.2407.03051 · pith_short_12: NYZ4C5YKWHMX · pith_short_16: NYZ4C5YKWHMXNVRE · pith_short_8: NYZ4C5YK

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/NYZ4C5YKWHMXNVREOSDLTJTRTN \
  | 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: 6e33c1770ab1d976d6247486b9a6719b7623d1f96c5a87b1755a32dce193d69d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c2ef2a119aa2e82528d6276bbf7e33ee4f86a52cb83bb270067b68d680ea676f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-03T12:19:06Z",
    "title_canon_sha256": "f489c8bcc766110fc9e3f9b119b8f8ca75a0c5611a5649d364314dce22103d23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.03051",
    "kind": "arxiv",
    "version": 2
  }
}