Pith Number

pith:FZMFAVZF

pith:2023:FZMFAVZF5QPMYNFFQNT55CUI6T

not attested not anchored not stored refs pending

SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF

Makesh Narsimhan Sreedhar, Oleksii Kuchaiev, Xianchao Wu, Yi Dong, Zhilin Wang

arxiv:2310.05344 v1 · 2023-10-09 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FZMFAVZF5QPMYNFFQNT55CUI6T}

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

2 papers in Pith

Boundary Suppression Asymmetry in Post-trained Assistants: Over-expansion as a Controllability Cost

Federated Variational Preference Alignment with Gumbel-Softmax Prior for Personalized User Preferences

Receipt and verification

First computed	2026-07-05T06:58:44.028042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e58505725ec1ecc34a58367de8a88f4c973a8eb3fbe1d73d5bc416cc196b314

Aliases

arxiv: 2310.05344 · arxiv_version: 2310.05344v1 · doi: 10.48550/arxiv.2310.05344 · pith_short_12: FZMFAVZF5QPM · pith_short_16: FZMFAVZF5QPMYNFF · pith_short_8: FZMFAVZF

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/FZMFAVZF5QPMYNFFQNT55CUI6T \
  | 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: 2e58505725ec1ecc34a58367de8a88f4c973a8eb3fbe1d73d5bc416cc196b314

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40fc9fab9af34ae9b3319d85e5be1138e2dfa4c7cc3bded44c9cdf5114b7ac7b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-09T02:11:21Z",
    "title_canon_sha256": "a5c1921d0fde9e6d7a23ce1d8bb294f2546add8f273496cee3a8421ef5995d2c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05344",
    "kind": "arxiv",
    "version": 1
  }
}