Paper Citation Record · LEDGER

BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2504.18415.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2504.18415 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:44:29.723829Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5678a4a2-2ee3-49dd-8166-22031c443bac · inbound

Get Experience from Practice: LLM Agents with Record & Replay cites this paper.

Get Experience from Practice: LLM Agents with Record & Replay BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-07T14:44:29.723829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50e1376b-fe23-4b48-b5f8-6a7a9f9b03e5 · inbound

NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache cites this paper.

NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:42:22.378319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 945b6c6f-c070-4bbf-a661-0c4de652805b · inbound

RobuQ: Pushing DiTs to W1.58A2 via Robust Activation Quantization cites this paper.

RobuQ: Pushing DiTs to W1.58A2 via Robust Activation Quantization BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-22T13:14:53.399771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a69e8672-a83f-4a76-a92c-d1521e6afb45 · inbound

LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation cites this paper.

LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs

Reference 91

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:46:04.939619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2a3dea04-8080-41c6-94ff-25b96a1e7f70 · inbound

UniSVQ: 2-bit Unified Scalar-Vector Quantization cites this paper.

UniSVQ: 2-bit Unified Scalar-Vector Quantization BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T13:40:57.350237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c9a3316f-369f-4e4b-86d6-92385bb88c7a · inbound

UniSVQ: 2-bit Unified Scalar-Vector Quantization cites this paper.

UniSVQ: 2-bit Unified Scalar-Vector Quantization BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T22:57:25.445456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 99a44317-8b15-4c8d-a0e3-82096549ec41 · inbound

TWLA: Achieving Ternary Weights and Low-Bit Activations for LLMs via Post-Training Quantization cites this paper.

TWLA: Achieving Ternary Weights and Low-Bit Activations for LLMs via Post-Training Quantization BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T13:48:20.611359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 55d2d64f-ff92-4415-bd68-72975c61e5b5 · inbound

CAT-Q: Cost-efficient and Accurate Ternary Quantization for LLMs cites this paper.

CAT-Q: Cost-efficient and Accurate Ternary Quantization for LLMs BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:19:50.572601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.