Pith Number

pith:AZ4A65D6

pith:2020:AZ4A65D6E2LHNNBJJPIFZW4MS2

not attested not anchored not stored refs pending

Mirostat: A Neural Text Decoding Algorithm that Directly Controls Perplexity

Govardana Sachitanandam Ramachandran, Lav R. Varshney, Nitish Shirish Keskar, Sourya Basu

arxiv:2007.14966 v2 · 2020-07-29 · cs.CL · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AZ4A65D6E2LHNNBJJPIFZW4MS2}

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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

2 papers in Pith

Top-H Decoding: Adapting the Creativity and Coherence with Bounded Entropy in Text Generation

Geometry-Aware Decoding with Wasserstein-Regularized Truncation and Mass Penalties for Large Language Models

Receipt and verification

First computed	2026-07-05T02:07:04.124919Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06780f747e269676b4294bd05cdb8c96b2aa9e59324a33d427bfbfe5e5d93456

Aliases

arxiv: 2007.14966 · arxiv_version: 2007.14966v2 · doi: 10.48550/arxiv.2007.14966 · pith_short_12: AZ4A65D6E2LH · pith_short_16: AZ4A65D6E2LHNNBJ · pith_short_8: AZ4A65D6

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/AZ4A65D6E2LHNNBJJPIFZW4MS2 \
  | 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: 06780f747e269676b4294bd05cdb8c96b2aa9e59324a33d427bfbfe5e5d93456

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9390ad0411b988d1cf49b3ac518f08fc50b4e444c1485b99c3e1fc3f6c0fd43d",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-07-29T17:22:26Z",
    "title_canon_sha256": "b7c16f9b335ac6ad114dffd038dce3f26ee8314591441cf29660ec50ecec62c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.14966",
    "kind": "arxiv",
    "version": 2
  }
}