Paper Citation Record · LEDGER

Energy Considerations of Large Language Model Inference and Efficiency Optimizations

As of 17 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 11 inbound Pith citation observations for arXiv:2504.17674.

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

pith.paper-citation-record.v1
2504.17674 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:37:51.568170Z

measured 76 of 76 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:57:00.675817Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T06:37:43.416980Z

Reference resolution

65 of 65 outbound references displayed

verified exact0
verified fuzzy0
unresolved65
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5b11a766-9a60-4f23-82a4-606bc0c5d8fc · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.953585Z

Source-reported events for the cited work

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Observation 4e77e48c-9aee-46b1-bb8f-ccb511ac0416 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.931492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8e2838c2-bfbd-463a-8d55-e2a1a3813ba6 · outbound

This paper cites Qwen Technical Report.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Qwen Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.204327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1223899b-5265-461f-8b25-3d2f63852213 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.912492Z

Source-reported events for the cited work

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Observation c51d8b24-9e74-4e4b-9533-e2cbd2b80174 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 5

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Source-reported events for the cited work

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Observation d38d5350-6230-4471-a3c6-6fa50212eaed · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.870719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e256b8ca-44dc-40ec-9205-cc596e94def9 · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Accelerating Large Language Model Decoding with Speculative Sampling

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.225134Z

Source-reported events for the cited work

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Observation 54b405b9-9b62-4924-b4a7-9cb91b7cbec4 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.846418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 32c5c017-c5ac-4951-a5db-43c3de08bf60 · outbound

This paper cites de Araújo, JPW, and MinervaBooks.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations de Araújo, JPW, and MinervaBooks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.235991Z

Source-reported events for the cited work

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Observation 04130b19-0455-497d-a052-6792aa5599c4 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.822097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d116a99c-2cac-4b5a-b87f-9487b73d77cb · outbound

This paper cites The Llama 3 Herd of Models.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations The Llama 3 Herd of Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.245402Z

Source-reported events for the cited work

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Observation 5d24d21b-8fac-411a-963c-74feaf08ad24 · outbound

This paper cites LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.250427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad032c4a-b4d4-4840-86d8-aec98535863d · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.802585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e3cc45a6-8a55-4618-8980-88d1b4550ddd · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.784205Z

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 81cbc995-a199-4494-bbb0-f5133274e015 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.767516Z

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Observation f9abf2f3-037b-463c-b004-a8cbb61f4ea1 · outbound

This paper cites OLMo: Accelerating the Science of Language Models.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations OLMo: Accelerating the Science of Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.270039Z

Source-reported events for the cited work

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Observation c2c58e61-2e03-4a1b-a95d-5a4881451ca6 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.275014Z

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Observation 2992b518-f960-43c1-a34e-2916eac44544 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.279879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 954b0c55-78ac-4f15-b647-fc216ed783ee · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.731770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bf6c3642-0186-4435-b55d-722f9b250a04 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.710011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation be9f0888-bd88-48e1-882d-5a2fb99002da · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Gonzalez, Hao Zhang, and Ion Stoica

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.293912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8675a9e0-df57-4648-99a1-73f40bc6d91f · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.298570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6973f555-fae5-4e10-be64-9477aef18535 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.303196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99382f6a-8077-4799-a04b-da5d4699418b · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.666857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d0ed7826-31d2-4fc5-9247-34b2ce360feb · outbound

This paper cites Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.313403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26cfb5fa-9094-4717-bf78-5938c65aca00 · outbound

This paper cites PyTorch Distributed: Experiences on Accelerating Data Parallel Training.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations PyTorch Distributed: Experiences on Accelerating Data Parallel Training

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.318493Z

Source-reported events for the cited work

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Observation 9255cc71-70f5-4e28-ba1a-dc23c44dc0fa · outbound

This paper cites TurboSpec: Closed-loop Speculation Control System for Optimizing LLM Serving Goodput.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations TurboSpec: Closed-loop Speculation Control System for Optimizing LLM Serving Goodput

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.323537Z

Source-reported events for the cited work

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Observation ff4c1276-3192-4dc6-bed2-b1e2c651afc0 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 28

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Observation b7f9f066-e762-421e-b017-dc783e5f70ce · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.635840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 044a4ebf-a0da-493a-9e5f-f3e66f45bc5e · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 30

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Source-reported events for the cited work

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Observation cc9d7cf3-6dfc-43b7-9b2d-ad6a2c160db1 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 31

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Source-reported events for the cited work

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Observation 8534a4c9-05b5-4373-8991-fa82c8880b8a · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.601831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 805a7873-0a36-4623-b98f-5202c7ba45e8 · outbound

This paper cites Pointer Sentinel Mixture Models.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Pointer Sentinel Mixture Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.357630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 871b2b91-a251-43e6-a385-4685271997d0 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.583168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 17b8f8b0-8f19-4a3c-800e-b74552d87189 · outbound

This paper cites OLMoE: Open Mixture-of-Experts Language Models.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations OLMoE: Open Mixture-of-Experts Language Models

Reference 35

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Unavailable: canonical work link unavailable.

Observation 45537fe5-2a19-4d01-83c1-e6743bb66560 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 36

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Observation b28f9e3e-f5a7-4600-acae-c7c7518cdcaf · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.389183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52df6c16-fa65-4139-9d7d-7aa8bb4e8697 · outbound

This paper cites 2 OLMo 2 Furious.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations 2 OLMo 2 Furious

Reference 38

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Observation f76f9c8f-30c7-450a-b9a2-558e28cb79e7 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.405840Z

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Unavailable: canonical work link unavailable.

Observation 626f5afc-64cd-4d79-a383-4e6d9e50f576 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 40

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Source-reported events for the cited work

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Observation 82d36212-7962-42f0-9ce7-5f1282cffbb4 · outbound

This paper cites The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.417516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8454e343-6748-4112-a869-be5b1beb2d8c · outbound

This paper cites Compressive Transformers for Long-Range Sequence Modelling.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Compressive Transformers for Long-Range Sequence Modelling

Reference 42

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Unavailable: canonical work link unavailable.

Observation 19917793-a09e-4723-b2ca-4723ccb70d21 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 43

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48a94da0-740c-4e53-969d-13c40f03ed59 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 44

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Observation 8b42bc62-94ce-4de9-9870-39e8458a0530 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 45

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3d010bb-ef7e-4cae-b33e-fadb1e525c06 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.479481Z

Source-reported events for the cited work

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Observation 25e329f0-a30c-48b0-b978-3237bf50ac20 · outbound

This paper cites GreenLLM: Disaggregating Large Language Model Serving on Heterogeneous GPUs for Lower Carbon Emissions.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations GreenLLM: Disaggregating Large Language Model Serving on Heterogeneous GPUs for Lower Carbon Emissions

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.454498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34e1c5ae-9331-4a50-9291-96627a2b609b · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.462241Z

Source-reported events for the cited work

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Observation 3ea540ae-db10-4a80-8b41-8bd7fbc78524 · outbound

This paper cites Towards Greener LLMs: Bringing Energy-Efficiency to the Forefront of LLM Inference.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Towards Greener LLMs: Bringing Energy-Efficiency to the Forefront of LLM Inference

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.467196Z

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Observation 67e80f83-072d-4833-9ffc-22c05fa14d94 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 50

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Observation f9c141b9-e954-4c3a-8a74-1424f87f5c56 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 51

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Observation 1fececbd-cb76-49d0-9ded-93eb797639a9 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.483978Z

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Observation 8ed1a345-b4ac-400f-bee9-f55e2e36dfd2 · outbound

This paper cites BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations BurstGPT: A Real-world Workload Dataset to Optimize LLM Serving Systems

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.489709Z

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Unavailable: canonical work link unavailable.

Observation 6dc148d3-998d-4169-a3f7-22da7866c5e9 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.433512Z

Source-reported events for the cited work

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Observation 48909894-0c2d-46a2-81d8-38c43579e8c1 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.500198Z

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Unavailable: canonical work link unavailable.

Observation db9ba1f9-900a-4fbf-822e-772281dbc6ec · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.507186Z

Source-reported events for the cited work

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Observation 3e5cb374-7a99-4411-9060-57e72f82072f · outbound

This paper cites Unveiling Environmental Impacts of Large Language Model Serving: A Functional Unit View.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unveiling Environmental Impacts of Large Language Model Serving: A Functional Unit View

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.514126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d10d8f38-1c8e-4409-9fa1-b4e449552740 · outbound

This paper cites Qwen2.5 Technical Report.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Qwen2.5 Technical Report

Reference 58

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc4598db-2318-4da4-a862-bc41728c8bc3 · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-16T10:37:51.527425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df32f1a1-d235-4b96-8056-cb5af480227f · outbound

This paper cites an unresolved cited work.

Energy Considerations of Large Language Model Inference and Efficiency Optimizations Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:37:52.382740Z

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Reference 64

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Energy Considerations of Large Language Model Inference and Efficiency Optimizations Prior benchmarking efforts have primarily focused on latency reduction in idealized settings, often overlooking the diverse real-world inference workloads that shape energy use

Reference 65

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Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models cites this paper.

Efficient Reasoning Through Suppression of Self-Affirmation Reflections in Large Reasoning Models Energy Considerations of Large Language Model Inference and Efficiency Optimizations

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SweetSpot: An Analytical Model for Predicting Energy Efficiency of LLM Inference Energy Considerations of Large Language Model Inference and Efficiency Optimizations

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Pimp My LLM: Leveraging Variability Modeling to Tune Inference Hyperparameters Energy Considerations of Large Language Model Inference and Efficiency Optimizations

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From Cradle to Cloud: A Life Cycle Review of AI's Environmental Footprint Energy Considerations of Large Language Model Inference and Efficiency Optimizations

Reference 35

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Identifying unique developers in OSS projects: A family of models Energy Considerations of Large Language Model Inference and Efficiency Optimizations

Reference 125

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From Perception to Action: Can UI Interventions Foster Sustainable LLM Chatbot Energy Considerations of Large Language Model Inference and Efficiency Optimizations

Reference 67

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SEFORA: Student Essays with Feedback Corpus and LLM Feedback Evaluation Framework Energy Considerations of Large Language Model Inference and Efficiency Optimizations

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Lights, Camera, Carbon: Architectural Scaling Laws for Video Generation Energy Consumption Energy Considerations of Large Language Model Inference and Efficiency Optimizations

Reference 7

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Attention to Detail: Evaluating Energy, Performance, and Accuracy Trade-offs Across vLLM Configurations Energy Considerations of Large Language Model Inference and Efficiency Optimizations

Reference 36

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Attention to Detail: Evaluating Energy, Performance, and Accuracy Trade-offs Across vLLM Configurations Energy Considerations of Large Language Model Inference and Efficiency Optimizations

Reference 36

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