Pith Number

pith:UB2PI5Y5

pith:2023:UB2PI5Y5SB6MFK3FFHVJK6FEIR

not attested not anchored not stored refs pending

TIES-Merging: Resolving Interference When Merging Models

Colin Raffel, Derek Tam, Leshem Choshen, Mohit Bansal, Prateek Yadav

arxiv:2306.01708 v2 · 2023-06-02 · cs.LG · cs.AI · cs.CL · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UB2PI5Y5SB6MFK3FFHVJK6FEIR}

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

8 papers in Pith

Recoverable but Not Stationary:Local Linear Structures in Weights and Activations

Unlocking the Potential of Continual Model Merging: An ODE Perspective

Spectral Unforgetting: Post-Hoc Recovery of Damaged Capabilities Without Retraining

Unlocking the Potential of Continual Model Merging: An ODE Perspective

Receipt and verification

First computed	2026-07-05T07:05:43.996236Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a074f4771d907cc2ab6529ea9578a444464ebf76f85c7de3872e127f32708ce0

Aliases

arxiv: 2306.01708 · arxiv_version: 2306.01708v2 · doi: 10.48550/arxiv.2306.01708 · pith_short_12: UB2PI5Y5SB6M · pith_short_16: UB2PI5Y5SB6MFK3F · pith_short_8: UB2PI5Y5

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/UB2PI5Y5SB6MFK3FFHVJK6FEIR \
  | 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: a074f4771d907cc2ab6529ea9578a444464ebf76f85c7de3872e127f32708ce0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c5a90e210ec4918eb35adc5f0fc2c634c19f7900cfd98a75316cfbdaaa94910",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-02T17:31:32Z",
    "title_canon_sha256": "0b5ff3d9e50077c9167a395c8df3bbeed2c40dcb93af90836667a123f43ab632"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01708",
    "kind": "arxiv",
    "version": 2
  }
}