Paper Citation Record · LEDGER

Opt.Gear Technical Report

As of 10 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2608.01034.

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

pith.paper-citation-record.v1
2608.01034 v2

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:40:42.454078Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

52 of 52 outbound references displayed

verified exact2
verified fuzzy11
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 26254f2f-6208-40fb-a20f-af95781bd4ee · outbound

This paper cites GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints.

Opt.Gear Technical Report GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:38.019213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f4195d7-0ee4-4257-8e6a-189714d90795 · outbound

This paper cites Paech, Paul Pak, Rom N.

Opt.Gear Technical Report Paech, Paul Pak, Rom N

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:38.085286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db4c5e0c-4960-416a-bdf6-e46d7d64c679 · outbound

This paper cites an unresolved cited work.

Opt.Gear Technical Report Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:40:46.326365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 49eda807-5519-48ec-b724-b436b30dad8b · outbound

This paper cites Core ml tools.https://github.com/apple/coremltools.

Opt.Gear Technical Report Core ml tools.https://github.com/apple/coremltools

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:40:46.128012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d932d690-ee40-467c-aa46-1414676f33bb · outbound

This paper cites Exaone 4.0: Unified large language models integrating non-reasoning and reasoning modes, 2026.

Opt.Gear Technical Report Exaone 4.0: Unified large language models integrating non-reasoning and reasoning modes, 2026

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:38.269476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ead73c5-7807-49a4-bcdb-d578962e5ea4 · outbound

This paper cites PIQA: reasoning about physical commonsense in natural language.

Opt.Gear Technical Report PIQA: reasoning about physical commonsense in natural language

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:38.333365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8727d1d-dc1d-470a-b2bc-7fd2a455bc4f · outbound

This paper cites Generating long sequences with sparse transformers,.

Opt.Gear Technical Report Generating long sequences with sparse transformers,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:38.412592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bed0ca4-d95c-48d8-8461-6e7bd958fee2 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Opt.Gear Technical Report Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:38.533077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a61c791f-5969-4960-b805-85b045b497fd · outbound

This paper cites Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality.

Opt.Gear Technical Report Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:38.593589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a09046c1-03fd-451d-91a8-f87589e196ff · outbound

This paper cites Scaling Vision Transformers to 22 Billion Parameters.

Opt.Gear Technical Report Scaling Vision Transformers to 22 Billion Parameters

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:38.653520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a211fb2b-3085-45b4-8bf1-583eef5a886f · outbound

This paper cites Learned Step Size Quantization.

Opt.Gear Technical Report Learned Step Size Quantization

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:38.734813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 129b9143-8edd-44b0-9ab5-1b7282e9ab6c · outbound

This paper cites GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers.

Opt.Gear Technical Report GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:38.814115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4e51269-2a07-46dd-8bab-2a1e0167b965 · outbound

This paper cites The language model evaluation harness, 07 2024.

Opt.Gear Technical Report The language model evaluation harness, 07 2024

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:38.871473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eb2464a-6bf5-47b2-afee-1fa374100af3 · outbound

This paper cites How to train long-context language models (effectively), 2025.

Opt.Gear Technical Report How to train long-context language models (effectively), 2025

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:38.933822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e693ea16-a732-4743-b279-04c151e82643 · outbound

This paper cites llama.cpp.https://github.com/ggml-org/llama.cpp, 2023.

Opt.Gear Technical Report llama.cpp.https://github.com/ggml-org/llama.cpp, 2023

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:40:45.865875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1d5c526f-1a3f-480d-be16-aadcdf8079e1 · outbound

This paper cites The Llama 3 Herd of Models.

Opt.Gear Technical Report The Llama 3 Herd of Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:39.040476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61e50499-6a48-40b6-9bca-536dacbd0b57 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Opt.Gear Technical Report Measuring Massive Multitask Language Understanding

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:39.090330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e29d8689-ee60-4871-a7df-4f6d9cbe0f64 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Opt.Gear Technical Report Distilling the Knowledge in a Neural Network

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:39.170029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8baf06ec-6f06-4843-a1ec-a116e16e44c4 · outbound

This paper cites nanotron.https://github.com/huggingface/nanotron, 2024.

Opt.Gear Technical Report nanotron.https://github.com/huggingface/nanotron, 2024

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:40:45.599027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 61c835e7-493a-4a0c-ade6-381417594b78 · outbound

This paper cites Quantization and training of neural networks for efficient integer-arithmetic-only inference,.

Opt.Gear Technical Report Quantization and training of neural networks for efficient integer-arithmetic-only inference,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:40:45.358714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1567ab7a-6066-40fa-88d8-ec1db6f1d13e · outbound

This paper cites KOBEST: Korean Balanced Evaluation of Significant Tasks.

Opt.Gear Technical Report KOBEST: Korean Balanced Evaluation of Significant Tasks

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:40:43.165120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 12760d5d-05da-4aa5-b0f3-5656c2a52b22 · outbound

This paper cites CLIcK: A Benchmark Dataset of Cultural and Linguistic Intelligence in Korean.

Opt.Gear Technical Report CLIcK: A Benchmark Dataset of Cultural and Linguistic Intelligence in Korean

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:39.536784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ae952a5-60a9-4096-a321-d261c3191a48 · outbound

This paper cites Kormo: Korean open reasoning model for everyone, 2025.

Opt.Gear Technical Report Kormo: Korean open reasoning model for everyone, 2025

Reference 23

Resolution: verified exact; raw_fallback, observed 2026-08-06T00:40:42.895111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 495fe7a6-70ef-4dee-8735-841557feabad · outbound

This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.

Opt.Gear Technical Report Efficient Memory Management for Large Language Model Serving with PagedAttention

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:39.569435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86c9e491-ef4a-4fab-b37f-7eafb40bfd39 · outbound

This paper cites Awq: Activation-aware weight quantization for llm compression and acceleration,.

Opt.Gear Technical Report Awq: Activation-aware weight quantization for llm compression and acceleration,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:40:45.194412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 34715b5d-ba39-4436-b4ec-e25a392bf696 · outbound

This paper cites Decoupled Weight Decay Regularization.

Opt.Gear Technical Report Decoupled Weight Decay Regularization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:39.734993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f2d2f49-4d09-4560-913a-ab135588f2b1 · outbound

This paper cites NVIDIAH200tensorcoreGPU,2024.

Opt.Gear Technical Report NVIDIAH200tensorcoreGPU,2024

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:40:44.980104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5c85173f-959b-4ccc-a867-c8bc83030d6c · outbound

This paper cites Nemotron-h: A family of accurate and efficient hybrid mamba-transformer models,.

Opt.Gear Technical Report Nemotron-h: A family of accurate and efficient hybrid mamba-transformer models,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:40:44.716747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1386fefd-747f-42c1-9bf9-59b583fa4382 · outbound

This paper cites Qualcomm ai engine direct.

Opt.Gear Technical Report Qualcomm ai engine direct

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:40:44.423595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5f706c30-b203-4736-85c8-4164f6cb7872 · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

Opt.Gear Technical Report GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:40.190491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1c2bde4-749b-4fae-8574-9659f9edce52 · outbound

This paper cites WinoGrande: An Adversarial Winograd Schema Challenge at Scale.

Opt.Gear Technical Report WinoGrande: An Adversarial Winograd Schema Challenge at Scale

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:40.245964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9603918e-329c-487f-a07c-b96d1d0e9aa2 · outbound

This paper cites Neural machine translation of rare words with subword units,.

Opt.Gear Technical Report Neural machine translation of rare words with subword units,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:40:44.202901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d4c912bb-1b28-4f33-bbc6-9feccd4befd3 · outbound

This paper cites GLU Variants Improve Transformer.

Opt.Gear Technical Report GLU Variants Improve Transformer

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:40.599281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9756f803-6b06-46fc-81c6-97b62929fa36 · outbound

This paper cites Kmmlu: Measuring massive multitask language understanding in korean,.

Opt.Gear Technical Report Kmmlu: Measuring massive multitask language understanding in korean,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:40:44.090483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f4ce0ec8-1431-40e9-8312-6fd4ff5b33e0 · outbound

This paper cites HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models.

Opt.Gear Technical Report HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:41.046534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36e3fe84-11fc-4c0f-934e-08e856b343d8 · outbound

This paper cites Stm neural network deployment framework.https://stm32ai.st.com/stm32-cube-ai/.

Opt.Gear Technical Report Stm neural network deployment framework.https://stm32ai.st.com/stm32-cube-ai/

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:40:43.825657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a1b1f3c2-124b-4e57-b821-d5c4e3e33ed7 · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

Opt.Gear Technical Report RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:41.270369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 648a2b45-44fa-4ffd-b692-b708e2fcf041 · outbound

This paper cites Gemma 3 Technical Report.

Opt.Gear Technical Report Gemma 3 Technical Report

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:41.373707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9e68187-39e5-4773-9534-c587381be35c · outbound

This paper cites Kimi Linear: An Expressive, Efficient Attention Architecture.

Opt.Gear Technical Report Kimi Linear: An Expressive, Efficient Attention Architecture

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:41.501338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd9c3415-c91d-4683-9c51-2e8a379a6f25 · outbound

This paper cites An Empirical Study of Mamba-based Language Models.

Opt.Gear Technical Report An Empirical Study of Mamba-based Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:41.641972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 138c3787-3c23-4729-90aa-28fde24182bd · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

Opt.Gear Technical Report MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:41.747432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f66a204f-be3f-4973-bdda-e35a0c85edd1 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

Opt.Gear Technical Report HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:42.089130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9b2fff2-02c7-4949-a467-b000fc3062e1 · outbound

This paper cites Qwen3 Technical Report.

Opt.Gear Technical Report Qwen3 Technical Report

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:42.201123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1fe68431-eed4-4653-a4eb-de2f2def4143 · outbound

This paper cites Gated Delta Networks: Improving Mamba2 with Delta Rule.

Opt.Gear Technical Report Gated Delta Networks: Improving Mamba2 with Delta Rule

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:42.308311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f30c5f3-1fb6-4472-8126-e7ce292b71fe · outbound

This paper cites an unresolved cited work.

Opt.Gear Technical Report Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:42.454078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42c24c00-48e1-4682-bad4-2674cfa00e19 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

Opt.Gear Technical Report MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:41.883305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13fc859e-fde7-47dd-81a0-4a48dada7752 · outbound

This paper cites Neural Machine Translation of Rare Words with Subword Units.

Opt.Gear Technical Report Neural Machine Translation of Rare Words with Subword Units

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:40.497194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54ba9700-648a-42ac-88ad-dce3c3af0f3c · outbound

This paper cites Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference.

Opt.Gear Technical Report Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:39.362349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10e8a21b-340b-46c6-8e92-b619f0f359e6 · outbound

This paper cites Generating Long Sequences with Sparse Transformers.

Opt.Gear Technical Report Generating Long Sequences with Sparse Transformers

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:38.452513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation effd9e86-44ed-4cbc-9d56-4231edeef1c1 · outbound

This paper cites KMMLU: Measuring Massive Multitask Language Understanding in Korean.

Opt.Gear Technical Report KMMLU: Measuring Massive Multitask Language Understanding in Korean

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:40.947491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 080a09ab-e8a6-47a6-86e6-0ccf7b646661 · outbound

This paper cites Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models.

Opt.Gear Technical Report Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:40.028368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e006c11-1cc5-4c73-9543-407fb53a993a · outbound

This paper cites AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration.

Opt.Gear Technical Report AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:39.648672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.