Pith Number

pith:FONSV7EP

pith:2023:FONSV7EPIOK7UWM7KPJ6P5DERA

not attested not anchored not stored refs pending

Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks

Bryan Kian Hsiang Low, Tiedong Liu

arxiv:2305.14201 v1 · 2023-05-23 · 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{FONSV7EPIOK7UWM7KPJ6P5DERA}

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

$\text{DT}^2$: Decision-Targeted Digital Twins

PyraMathBench: Evaluating and Improving Mathematical Capability in Large Language Models

A Comprehensive Overview of Large Language Models

Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

MAR: Efficient Large Language Models via Module-aware Architecture Refinement

Receipt and verification

First computed	2026-07-05T06:13:01.967610Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b9b2afc8f4395fa599f53d3e7f46488199b6fbd1736ad7d284d54612a577d44

Aliases

arxiv: 2305.14201 · arxiv_version: 2305.14201v1 · doi: 10.48550/arxiv.2305.14201 · pith_short_12: FONSV7EPIOK7 · pith_short_16: FONSV7EPIOK7UWM7 · pith_short_8: FONSV7EP

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/FONSV7EPIOK7UWM7KPJ6P5DERA \
  | 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: 2b9b2afc8f4395fa599f53d3e7f46488199b6fbd1736ad7d284d54612a577d44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e805c56e91f6018132d536c9fb24198d9d5a7f5bd080871ce69a098a6f4d28b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-23T16:20:30Z",
    "title_canon_sha256": "d41c58607d364ccb8b17824f92b9ff72989aa5fa2408132aca09a3580bba7535"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.14201",
    "kind": "arxiv",
    "version": 1
  }
}