Pith Number

pith:NHLMWOE6

pith:2025:NHLMWOE67OR5PX6S6VCKX2XLKM

not attested not anchored not stored refs pending

Adacc: An Adaptive Framework Unifying Compression and Activation Recomputation for LLM Training

Baoxing Huai, Hongzi Zhu, Minyi Guo, Ping Chen, Ping Li, Shuibing He, Yi Zheng, Zhefeng Wang, Zhuohong Deng

arxiv:2508.00806 v2 · 2025-08-01 · cs.LG · cs.DC

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\usepackage{pith}
\pithnumber{NHLMWOE67OR5PX6S6VCKX2XLKM}

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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

Techniques for Peak Memory Reduction for LoRA Fine-tuning of LLMs on Edge Devices

AGoQ: Activation and Gradient Quantization for Memory-Efficient Distributed Training of LLMs

Receipt and verification

First computed	2026-07-05T11:50:39.285105Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69d6cb389efba3d7dfd2f544abeaeb532dc4af96585c29c66877087b8ada07b6

Aliases

arxiv: 2508.00806 · arxiv_version: 2508.00806v2 · doi: 10.48550/arxiv.2508.00806 · pith_short_12: NHLMWOE67OR5 · pith_short_16: NHLMWOE67OR5PX6S · pith_short_8: NHLMWOE6

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/NHLMWOE67OR5PX6S6VCKX2XLKM \
  | 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: 69d6cb389efba3d7dfd2f544abeaeb532dc4af96585c29c66877087b8ada07b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b351fd82e74b8914c2dfdbbe516c8196dfd8795fba998987c1122e87c15ef08",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-01T17:39:25Z",
    "title_canon_sha256": "d6c36a4b31faf7356cf6944d7c9894dc0a191c60e7872dcc627c811b1f968a0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00806",
    "kind": "arxiv",
    "version": 2
  }
}