Pith Number

pith:LGOLKZKO

pith:2023:LGOLKZKODIZCG5N7NADGACNVSF

not attested not anchored not stored refs pending

Grounding Language Models to Images for Multimodal Inputs and Outputs

Daniel Fried, Jing Yu Koh, Ruslan Salakhutdinov

arxiv:2301.13823 v4 · 2023-01-31 · cs.CL · cs.AI · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{LGOLKZKODIZCG5N7NADGACNVSF}

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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

8 papers in Pith

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MobileVLM V2: Faster and Stronger Baseline for Vision Language Model

MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

Language Is Not All You Need: Aligning Perception with Language Models

Receipt and verification

First computed	2026-07-05T06:20:40.321379Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

599cb5654e1a322375bf68066009b5914d8e88df1185c12476b5c565640fa32c

Aliases

arxiv: 2301.13823 · arxiv_version: 2301.13823v4 · doi: 10.48550/arxiv.2301.13823 · pith_short_12: LGOLKZKODIZC · pith_short_16: LGOLKZKODIZCG5N7 · pith_short_8: LGOLKZKO

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/LGOLKZKODIZCG5N7NADGACNVSF \
  | 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: 599cb5654e1a322375bf68066009b5914d8e88df1185c12476b5c565640fa32c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e5141c45ecb2987f0040552fd0cf46cdd7e3043320e3dc7a2e6f3c2dd00454d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-01-31T18:33:44Z",
    "title_canon_sha256": "d4d9b4514e99ee1e4fe392670a01ad395132e0d349abfc914576c2e72f5b42fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.13823",
    "kind": "arxiv",
    "version": 4
  }
}