Pith Number

pith:4BLI4QB2

pith:2024:4BLI4QB2N4SPKCRVR4HZA7UADX

not attested not anchored not stored refs pending

BOND: Aligning LLMs with Best-of-N Distillation

Abe Friesen, Alexandre Ram\'e, Aliaksei Severyn, Am\'elie H\'eliou, Andrea Michi, Bobak Shariari, Danila Sinopalnikov, Geoffrey Cideron, Johan Ferret, L\'eonard Hussenot, Matt Hoffman, Nikola Momchev, Nino Vieillard, Olivier Bachem, Pier Giuseppe Sessa, Piotr Stanczyk, Robert Dadashi, Sabela Ramos, Sarah Perrin, Sertan Girgin

arxiv:2407.14622 v1 · 2024-07-19 · 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{4BLI4QB2N4SPKCRVR4HZA7UADX}

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

Unified Data Selection for LLM Reasoning

DISA: Offline Importance Sampling for Distribution-Matching LLM-RL

Beyond Static Best-of-N: Bayesian List-wise Alignment for LLM-based Recommendation

VLA-ATTC: Adaptive Test-Time Compute for VLA Models with Relative Action Critic Model

Theoretical Limits of Language Model Alignment

Receipt and verification

First computed	2026-07-05T08:46:31.257351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0568e403a6f24f50a358f0f907e801dd86d2ac535abadce9dea306b7e6f841a

Aliases

arxiv: 2407.14622 · arxiv_version: 2407.14622v1 · doi: 10.48550/arxiv.2407.14622 · pith_short_12: 4BLI4QB2N4SP · pith_short_16: 4BLI4QB2N4SPKCRV · pith_short_8: 4BLI4QB2

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/4BLI4QB2N4SPKCRVR4HZA7UADX \
  | 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: e0568e403a6f24f50a358f0f907e801dd86d2ac535abadce9dea306b7e6f841a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b7b9b1e39666ede9e384d7855a5cca977645ecf46da487579b6ff6728a584dc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-19T18:38:25Z",
    "title_canon_sha256": "3f06d7f58bc9fdf81bfb8a085439620764ed1f76ffe881aab1bfd048e41b0e70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.14622",
    "kind": "arxiv",
    "version": 1
  }
}