Pith Number

pith:S4GQLCNS

pith:2024:S4GQLCNSYVA6ZOPTAS5VZJPB4I

not attested not anchored not stored refs pending

Optimising TinyML with Quantization and Distillation of Transformer and Mamba Models for Indoor Localisation on Edge Devices

Ferdian Jovan, Ian Craddock, Ryan McConville, Thanaphon Suwannaphong

arxiv:2412.09289 v1 · 2024-12-12 · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S4GQLCNSYVA6ZOPTAS5VZJPB4I}

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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.

Receipt and verification

First computed	2026-07-05T09:48:22.691819Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

970d0589b2c541ecb9f304bb5ca5e1e20172f393cfcf6289b4cf39589c26dc2e

Aliases

arxiv: 2412.09289 · arxiv_version: 2412.09289v1 · doi: 10.48550/arxiv.2412.09289 · pith_short_12: S4GQLCNSYVA6 · pith_short_16: S4GQLCNSYVA6ZOPT · pith_short_8: S4GQLCNS

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/S4GQLCNSYVA6ZOPTAS5VZJPB4I \
  | 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: 970d0589b2c541ecb9f304bb5ca5e1e20172f393cfcf6289b4cf39589c26dc2e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "988c53f898e0934b789c4581499e50281f155bfff2680622b59eb184f05c8b53",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-12T13:59:21Z",
    "title_canon_sha256": "ce096d5a755ef78c0130c7f5f965048e15b1b1d81f47d512f488d12588dae418"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09289",
    "kind": "arxiv",
    "version": 1
  }
}