Pith Number

pith:J5GPZKQH

pith:2025:J5GPZKQHTEDXYEGEYK7RUW7KQB

not attested not anchored not stored refs pending

Systematic Evaluation of Optimization Techniques for Long-Context Language Models

Ali Anwar, Ammar Ahmed, Franck Cappello, Jingoo Han, Sheng Di, Zirui Liu

arxiv:2508.00305 v1 · 2025-08-01 · cs.CL · cs.LG · cs.PF

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{J5GPZKQHTEDXYEGEYK7RUW7KQB}

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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

Systematic Optimization of Open Source Large Language Models for Mathematical Reasoning

Receipt and verification

First computed	2026-07-05T11:46:53.009462Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f4cfcaa0799077c10c4c2bf1a5bea8053fb59a35be9600b664c8e476aabcbbb

Aliases

arxiv: 2508.00305 · arxiv_version: 2508.00305v1 · doi: 10.48550/arxiv.2508.00305 · pith_short_12: J5GPZKQHTEDX · pith_short_16: J5GPZKQHTEDXYEGE · pith_short_8: J5GPZKQH

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/J5GPZKQHTEDXYEGEYK7RUW7KQB \
  | 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: 4f4cfcaa0799077c10c4c2bf1a5bea8053fb59a35be9600b664c8e476aabcbbb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fcd761a6e2569cf8129407f0850e90549b7a4160996e4b0941269dca2135944",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-01T04:17:24Z",
    "title_canon_sha256": "c3409dfcf63339f22663db76340b1c7af37719036c1ebe3aaa94c2f44b5b8eea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00305",
    "kind": "arxiv",
    "version": 1
  }
}