Pith Number

pith:ZMLAHFNF

pith:2024:ZMLAHFNFORMBRMR3RIMALGBLNW

not attested not anchored not stored refs pending

Challenges in Adapting Multilingual LLMs to Low-Resource Languages using LoRA PEFT Tuning

Abhishek Phaltankar, Gauri Takalikar, Omkar Khade, Raviraj Joshi, Shruti Jagdale

arxiv:2411.18571 v1 · 2024-11-27 · cs.CL · cs.LG

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

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\usepackage{pith}
\pithnumber{ZMLAHFNFORMBRMR3RIMALGBLNW}

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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

3 papers in Pith

Adapting Large Language Models to a Low-Resource Agglutinative Language: A Comparative Study of LoRA and QLoRA for Bashkir

Response-Based Knowledge Distillation for Multilingual Jailbreak Prevention Unwittingly Compromises Safety

Cross-Lingual Transfer and Parameter-Efficient Adaptation in the Turkic Language Family: A Theoretical Framework for Low-Resource Language Models

Receipt and verification

First computed	2026-07-05T09:41:23.717566Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb160395a5745818b23b8a1805982b6daad79605e917aeda57bc2de483ff3511

Aliases

arxiv: 2411.18571 · arxiv_version: 2411.18571v1 · doi: 10.48550/arxiv.2411.18571 · pith_short_12: ZMLAHFNFORMB · pith_short_16: ZMLAHFNFORMBRMR3 · pith_short_8: ZMLAHFNF

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/ZMLAHFNFORMBRMR3RIMALGBLNW \
  | 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: cb160395a5745818b23b8a1805982b6daad79605e917aeda57bc2de483ff3511

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc9d476f0c922ab69ede15240244b6c7ea10620b5532c546799965df3e1fe011",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-27T18:14:38Z",
    "title_canon_sha256": "40a062807097827a1e4e2c8fa5e07c54c219b9a0392f410736daa0d6cbe30193"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18571",
    "kind": "arxiv",
    "version": 1
  }
}