Pith Number

pith:LKFRSPKX

pith:2025:LKFRSPKXMJ7S7HHF7P3FG42XZR

not attested not anchored not stored refs pending

RSQ: Learning from Important Tokens Leads to Better Quantized LLMs

Jaehong Yoon, Jialu Li, Mohit Bansal, Prateek Yadav, Yi-Lin Sung

arxiv:2503.01820 v1 · 2025-03-03 · cs.LG · cs.AI · 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{LKFRSPKXMJ7S7HHF7P3FG42XZR}

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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

Attend to Your Own Thoughts: Breaking the Barrier for Post-Training Quantization of Reasoning LLMs through the Lens of 1.58-Bit Quantization

Receipt and verification

First computed	2026-07-05T10:23:16.133680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a8b193d57627f2f9ce5fbf6537357cc545ab09cc07f4c3afc1c7c1df9dd310a

Aliases

arxiv: 2503.01820 · arxiv_version: 2503.01820v1 · doi: 10.48550/arxiv.2503.01820 · pith_short_12: LKFRSPKXMJ7S · pith_short_16: LKFRSPKXMJ7S7HHF · pith_short_8: LKFRSPKX

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/LKFRSPKXMJ7S7HHF7P3FG42XZR \
  | 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: 5a8b193d57627f2f9ce5fbf6537357cc545ab09cc07f4c3afc1c7c1df9dd310a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db26efbf029441323def1b3a2d6bc8ced1551e8c598f03e7e99fb6d6b007ad5f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-03T18:46:33Z",
    "title_canon_sha256": "66c54ba5dbe37c8a3c3ec695310c7938922349cc622de88436969a2d18de594e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01820",
    "kind": "arxiv",
    "version": 1
  }
}