Pith Number

pith:MTDDT7RZ

pith:2025:MTDDT7RZZZSNFR42RLMH64RFHQ

not attested not anchored not stored refs pending

Quantization Meets Reasoning: Exploring LLM Low-Bit Quantization Degradation for Mathematical Reasoning

Congkai Xie, Hongxia Yang, Ngai Wong, Runming Yang, Yupeng Su, Zheng Wang, Zhen Li, Zhongwei Xie

arxiv:2501.03035 v4 · 2025-01-06 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{MTDDT7RZZZSNFR42RLMH64RFHQ}

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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

11 papers in Pith

The Illusion of Equivalency: Statistical Characterization of Quantization Effects in LLMs

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Beyond Activation Alignment:The Alignment-Diversity Tradeoff in Task-Aware LLM Quantization

Quantized Reasoning Models Think They Need to Think Longer, but They Do Not

Receipt and verification

First computed	2026-07-05T10:18:47.929904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64c639fe39ce64d2c79a8ad87f72253c0287309588b0bf07b4474194e38c5d24

Aliases

arxiv: 2501.03035 · arxiv_version: 2501.03035v4 · doi: 10.48550/arxiv.2501.03035 · pith_short_12: MTDDT7RZZZSN · pith_short_16: MTDDT7RZZZSNFR42 · pith_short_8: MTDDT7RZ

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/MTDDT7RZZZSNFR42RLMH64RFHQ \
  | 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: 64c639fe39ce64d2c79a8ad87f72253c0287309588b0bf07b4474194e38c5d24

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f150da0a9290ea4871576b2051f88fb6c86ce89a4d2618cce2df05f38dc4ecbc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-06T14:23:02Z",
    "title_canon_sha256": "af938ed86069c410f0f03a2bf798a8e7f3859600af5b65f08a6a095b76101f59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.03035",
    "kind": "arxiv",
    "version": 4
  }
}