Pith Number

pith:5X3OYM6I

pith:2023:5X3OYM6I5ISU3KVNC22RL75DY6

not attested not anchored not stored refs pending

Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models

Gustavo Alonso, Marco Zeller, Roger Waleffe, Torsten Hoefler, Wenqi Jiang

arxiv:2310.09949 v4 · 2023-10-15 · cs.LG · cs.AI · cs.AR · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5X3OYM6I5ISU3KVNC22RL75DY6}

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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

3 papers in Pith

A Survey on Retrieval-Augmented Text Generation for Large Language Models

Memory Grafting: Scaling Language Model Pre-training via Offline Conditional Memory

How to Build a Quantum Supercomputer: Scaling from Hundreds to Millions of Qubits

Receipt and verification

First computed	2026-07-05T10:38:31.281850Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

edf6ec33c8ea254daaad16b515ffa3c7a184e94af85c0377cd82ba927815fc67

Aliases

arxiv: 2310.09949 · arxiv_version: 2310.09949v4 · doi: 10.48550/arxiv.2310.09949 · pith_short_12: 5X3OYM6I5ISU · pith_short_16: 5X3OYM6I5ISU3KVN · pith_short_8: 5X3OYM6I

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/5X3OYM6I5ISU3KVNC22RL75DY6 \
  | 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: edf6ec33c8ea254daaad16b515ffa3c7a184e94af85c0377cd82ba927815fc67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5c9612b5b2fe578c70dc53855fbea19036b0f6e2bddc76668b8f82a115c62e3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.AR",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-15T20:57:25Z",
    "title_canon_sha256": "b895bdf8a4b8c9b1b19a68bea9bf8e5493990493d3f098d2d97730c4bd28c148"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.09949",
    "kind": "arxiv",
    "version": 4
  }
}