Paper Citation Record · LEDGER

Small-Scale Experiments: Are We There Yet?

As of 18 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2608.11859.

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

pith.paper-citation-record.v1
2608.11859 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:32:38.527704Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

40 of 40 outbound references displayed

verified exact0
verified fuzzy12
unresolved24
parse uncertain0
malformed identifier4
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aa7c9d63-2575-425e-8303-80f4e548c2fb · outbound

This paper cites PaLM 2 Technical Report.

Small-Scale Experiments: Are We There Yet? PaLM 2 Technical Report

Reference 1

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Observation 0f815efc-0989-4083-a45b-13301657029d · outbound

This paper cites adaptive.

Small-Scale Experiments: Are We There Yet? adaptive

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:32:38.852812Z

Source-reported events for the cited work

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Observation f0b4154d-f9d1-4ca1-a7f8-c8a91aad9ec2 · outbound

This paper cites The rising costs of training frontier AI models.

Small-Scale Experiments: Are We There Yet? The rising costs of training frontier AI models

Reference 6

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Observation 424ae087-0203-4626-8759-80a0a71b54b2 · outbound

This paper cites Nelder-Mead.

Small-Scale Experiments: Are We There Yet? Nelder-Mead

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:32:38.861178Z

Source-reported events for the cited work

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Observation 82dd71cb-b54e-42ef-9918-dfa605a11b7d · outbound

This paper cites an unresolved cited work.

Small-Scale Experiments: Are We There Yet? Unresolved cited work

Reference 9

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Source-reported events for the cited work

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Observation 363e4e89-fd5e-4ea1-a926-86f5e62f5462 · outbound

This paper cites Scaling Laws for Autoregressive Generative Modeling.

Small-Scale Experiments: Are We There Yet? Scaling Laws for Autoregressive Generative Modeling

Reference 11

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Source-reported events for the cited work

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Observation 0b52ae82-3fd6-468d-a4fe-15622eada1eb · outbound

This paper cites doi: 10.1038/s41586-025-09833-y.

Small-Scale Experiments: Are We There Yet? doi: 10.1038/s41586-025-09833-y

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T00:32:38.448847Z

Source-reported events for the cited work

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Observation 50dbd333-f0b7-4502-b41e-e1c2557b451a · outbound

This paper cites Scaling Laws for Neural Language Models.

Small-Scale Experiments: Are We There Yet? Scaling Laws for Neural Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T00:32:38.454700Z

Source-reported events for the cited work

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Observation 7c476bda-60e2-47b9-acd8-b0127bafd023 · outbound

This paper cites Predictable Scale: Part I, Step Law -- Optimal Hyperparameter Scaling Law in Large Language Model Pretraining.

Small-Scale Experiments: Are We There Yet? Predictable Scale: Part I, Step Law -- Optimal Hyperparameter Scaling Law in Large Language Model Pretraining

Reference 15

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Observation b6b1bce3-2af0-4880-846f-917f15b6c51c · outbound

This paper cites doi: 10.18653/v1/2024.naacl-long.189.https://aclanthology.org/2024.naacl-long.189/.

Small-Scale Experiments: Are We There Yet? doi: 10.18653/v1/2024.naacl-long.189.https://aclanthology.org/2024.naacl-long.189/

Reference 16

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Observation 6153d31b-07bd-48a6-bccc-640e1a41e1da · outbound

This paper cites LLMs on the line: Data determines loss-to-loss scaling laws.

Small-Scale Experiments: Are We There Yet? LLMs on the line: Data determines loss-to-loss scaling laws

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:32:38.944940Z

Source-reported events for the cited work

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Observation 0133cee3-b8a3-4324-ab3e-7a2ea8003ef4 · outbound

This paper cites doi: 10.1038/ s41586-023-06735-9.https://doi.org/10.1038/s41586-023-06735-9.

Small-Scale Experiments: Are We There Yet? doi: 10.1038/ s41586-023-06735-9.https://doi.org/10.1038/s41586-023-06735-9

Reference 18

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Observation cae39d29-11f3-416b-bb3c-6552b1e03854 · outbound

This paper cites doi: 10.18653/v1/D18-1260.

Small-Scale Experiments: Are We There Yet? doi: 10.18653/v1/D18-1260

Reference 19

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Observation fc65bc36-7aee-4c3a-b30e-ffffcb9327be · outbound

This paper cites In-context Learning and Induction Heads.

Small-Scale Experiments: Are We There Yet? In-context Learning and Induction Heads

Reference 20

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Observation 8cd053d8-d3d2-4212-9278-423b900527e7 · outbound

This paper cites https://proceedings.neurips.cc/paper_files/paper/2024/file/ 370df50ccfdf8bde18f8f9c2d9151bda-Paper-Datasets_and_Benchmarks_Track.pdf.

Small-Scale Experiments: Are We There Yet? https://proceedings.neurips.cc/paper_files/paper/2024/file/ 370df50ccfdf8bde18f8f9c2d9151bda-Paper-Datasets_and_Benchmarks_Track.pdf

Reference 22

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Observation 38225896-1c94-4b26-99ea-8c13ec530bd7 · outbound

This paper cites Scaling Language Models: Methods, Analysis & Insights from Training Gopher.

Small-Scale Experiments: Are We There Yet? Scaling Language Models: Methods, Analysis & Insights from Training Gopher

Reference 23

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Observation 8b0b85db-5624-499a-9f17-e6c7a6632f5e · outbound

This paper cites doi: https://doi.org/10.1016/ j.neucom.2023.127063.https://www.sciencedirect.com/science/article/pii/S0925231223011864.

Small-Scale Experiments: Are We There Yet? doi: https://doi.org/10.1016/ j.neucom.2023.127063.https://www.sciencedirect.com/science/article/pii/S0925231223011864

Reference 25

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Observation e6fa7b9e-40f1-4fb7-8130-b13997fa4210 · outbound

This paper cites doi: 10.1038/s41586-023-06747-5.

Small-Scale Experiments: Are We There Yet? doi: 10.1038/s41586-023-06747-5

Reference 26

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Observation 3a490f5f-f4d6-4c3b-85a5-a5fc3af1e7aa · outbound

This paper cites Jason Wei, Yi Tay, Rishi Bommasani, Colin Raffel, Barret Zoph, Sebastian Borgeaud, Dani Yogatama, Maarten Bosma, Denny Zhou, Donald Metzler, Ed H.

Small-Scale Experiments: Are We There Yet? Jason Wei, Yi Tay, Rishi Bommasani, Colin Raffel, Barret Zoph, Sebastian Borgeaud, Dani Yogatama, Maarten Bosma, Denny Zhou, Donald Metzler, Ed H

Reference 28

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Source-reported events for the cited work

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Observation a3ea7890-5d24-45f2-ad31-fa0235b65616 · outbound

This paper cites Inverse scaling can become U-shaped.

Small-Scale Experiments: Are We There Yet? Inverse scaling can become U-shaped

Reference 29

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Source-reported events for the cited work

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Observation 76acee00-4234-43aa-a209-43e8a3543b9f · outbound

This paper cites doi: 10.18653/v1/2023.acl-long.767.https://aclanthology.org/2023.acl-long.767/.

Small-Scale Experiments: Are We There Yet? doi: 10.18653/v1/2023.acl-long.767.https://aclanthology.org/2023.acl-long.767/

Reference 30

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Source-reported events for the cited work

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Observation e54f08b3-b549-478f-b3bc-144b3d180acf · outbound

This paper cites Huaqing Zhang, Kaiyue Wen, and Tengyu Ma.

Small-Scale Experiments: Are We There Yet? Huaqing Zhang, Kaiyue Wen, and Tengyu Ma

Reference 31

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Source-reported events for the cited work

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Observation 720fbb62-be21-44c1-9a03-e15b25006e71 · outbound

This paper cites Tim Pearce and Jinyeop Song.

Small-Scale Experiments: Are We There Yet? Tim Pearce and Jinyeop Song

Reference 32

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Observation 95199a95-da0d-4b01-bbca-5ce991ac034c · outbound

This paper cites Rosie Zhao, Tian Qin, David Alvarez-Melis, Sham Kakade, and Naomi Saphra.

Small-Scale Experiments: Are We There Yet? Rosie Zhao, Tian Qin, David Alvarez-Melis, Sham Kakade, and Naomi Saphra

Reference 33

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Observation e7ca8dd3-1460-4ee5-a563-f82009665eda · outbound

This paper cites The model uses RMSNorm for normalization (Zhang and Sennrich, 2019), SwiGLU for the activation function (Shazeer, 2020), and RoPE for position embeddings (Su et al., 2024).

Small-Scale Experiments: Are We There Yet? The model uses RMSNorm for normalization (Zhang and Sennrich, 2019), SwiGLU for the activation function (Shazeer, 2020), and RoPE for position embeddings (Su et al., 2024)

Reference 34

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Source-reported events for the cited work

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Observation ab0c078b-13e9-475a-91ae-c18f0a0c1835 · outbound

This paper cites Unlike Lingua, we use a linear cooldown for the WSD schedule decaying to aoptim.lr_min_ratio of 1e-6 times the peak learning rate.

Small-Scale Experiments: Are We There Yet? Unlike Lingua, we use a linear cooldown for the WSD schedule decaying to aoptim.lr_min_ratio of 1e-6 times the peak learning rate

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:32:38.903222Z

Source-reported events for the cited work

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Observation 604dcb98-65e1-4f8e-8daa-f167a8e24998 · outbound

This paper cites A.2 Search Distributions Our results analyze three different experiments, each defined by a search distribution over the hyperparameters.

Small-Scale Experiments: Are We There Yet? A.2 Search Distributions Our results analyze three different experiments, each defined by a search distribution over the hyperparameters

Reference 36

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Observation d68c5282-81e0-41b0-9dbe-b4e85e700a8a · outbound

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Small-Scale Experiments: Are We There Yet? In practice, we found the simple heuristic of sampling real values on a linear scale, positive values on a log scale, and bounded values on a logit scale worked quite well

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:32:38.885559Z

Source-reported events for the cited work

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Observation 95795173-fec7-437f-8459-8dec07be738d · outbound

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Small-Scale Experiments: Are We There Yet? Following Porian et al

Reference 38

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Observation 386b2502-c539-4b83-bf56-35dc641d021c · outbound

This paper cites We round the solution to the nearest multiple of 8 for GPU efficiency.

Small-Scale Experiments: Are We There Yet? We round the solution to the nearest multiple of 8 for GPU efficiency

Reference 39

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Observation 941c6960-b544-49f7-939c-0e5bf0dc4271 · outbound

This paper cites Mathurin Videau, Badr Youbi Idrissi, Daniel Haziza, Luca Wehrstedt, Jade Copet, Olivier Teytaud, and David Lopez- Paz.

Small-Scale Experiments: Are We There Yet? Mathurin Videau, Badr Youbi Idrissi, Daniel Haziza, Luca Wehrstedt, Jade Copet, Olivier Teytaud, and David Lopez- Paz

Reference 2017

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Observation f72847b6-2d11-408b-93d2-4d6f29ca5d9d · outbound

This paper cites Adaptive Input Representations for Neural Language Modeling.

Small-Scale Experiments: Are We There Yet? Adaptive Input Representations for Neural Language Modeling

Reference 2018

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

Small-Scale Experiments: Are We There Yet? Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 2019

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This paper cites GLU Variants Improve Transformer.

Small-Scale Experiments: Are We There Yet? GLU Variants Improve Transformer

Reference 2020

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Small-Scale Experiments: Are We There Yet? Unresolved cited work

Reference 2021

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Small-Scale Experiments: Are We There Yet? Scaling Scaling Laws with Board Games

Reference 2022

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Small-Scale Experiments: Are We There Yet? Unresolved cited work

Reference 2023

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This paper cites https://www.pnas.org/doi/abs/10.1073/pnas.2311878121.

Small-Scale Experiments: Are We There Yet? https://www.pnas.org/doi/abs/10.1073/pnas.2311878121

Reference 2024

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Observation acc5702d-7baa-4334-95c7-e6e548c8f3a1 · outbound

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Small-Scale Experiments: Are We There Yet? Unresolved cited work

Reference 2025

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This paper cites Accessed: 2026-06-13.

Small-Scale Experiments: Are We There Yet? Accessed: 2026-06-13

Reference 2026

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Pith citing papers

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