Paper Citation Record · LEDGER

OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 44 inbound Pith citation observations for arXiv:2410.01560.

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

pith.paper-citation-record.v1
2410.01560 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 44 of 44 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 44 of 44 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:27:46.843893Z

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
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External citation measurements

1
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 29c24342-3ed7-447e-9c99-311204bb829e · inbound

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding cites this paper.

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 85

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:09:22.195912Z

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 0e6b8108-709c-410b-868b-f31287715cb0 · inbound

UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models cites this paper.

UGPhysics: A Comprehensive Benchmark for Undergraduate Physics Reasoning with Large Language Models OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-09T19:27:46.843893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b797fbff-cb81-4a2e-920c-5f19e72442a6 · inbound

Process Reinforcement through Implicit Rewards cites this paper.

Process Reinforcement through Implicit Rewards OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:23:31.064805Z

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 74fa24fa-07e2-48f0-99c3-4e3cb1325270 · inbound

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search cites this paper.

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-09T11:57:48.748398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3388afdc-a27e-4514-ab7f-48d42f69a643 · inbound

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach cites this paper.

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 159

Resolution: verified exact; arxiv_id, observed 2026-05-12T15:39:41.275689Z

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 babce83f-2716-4a33-b451-0614cb986f14 · inbound

Optimizing Temperature for Language Models with Multi-Sample Inference cites this paper.

Optimizing Temperature for Language Models with Multi-Sample Inference OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T20:01:43.734342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 491f813a-32d6-4cd9-9f8c-c7d40275fa89 · inbound

CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction cites this paper.

CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T13:11:51.746249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e1f518d-fd3c-4fe2-a780-f461cb2b8e55 · inbound

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning cites this paper.

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T10:31:04.839943Z

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 6ba3956b-296c-46d6-b1b1-ac4428b58665 · inbound

ReCopilot: Reverse Engineering Copilot in Binary Analysis cites this paper.

ReCopilot: Reverse Engineering Copilot in Binary Analysis OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:38.109261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5a90ace-7812-4599-8dfd-9454d2acda22 · inbound

Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models cites this paper.

Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:48:16.930344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0f53829-2463-429f-aa1c-39577a4c724a · inbound

Logits-Based Finetuning cites this paper.

Logits-Based Finetuning OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:29.183602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28d65270-80fa-4f20-88bc-7fd17bb3d955 · inbound

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis cites this paper.

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:26.351289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8393c317-7ac5-4d48-9760-cee7642c1ecd · inbound

Improving Large Language Models with Concept-Aware Fine-Tuning cites this paper.

Improving Large Language Models with Concept-Aware Fine-Tuning OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T05:28:23.965512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39fed019-8d97-404a-8f67-9f4e88353b29 · inbound

A Survey on Large Language Models for Mathematical Reasoning cites this paper.

A Survey on Large Language Models for Mathematical Reasoning OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-07T05:14:47.470616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fb50649-f017-4eec-b77b-148a14f93811 · inbound

TaskCraft: Automated Generation of Agentic Tasks cites this paper.

TaskCraft: Automated Generation of Agentic Tasks OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:42:19.941250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b40f663-46a7-429a-ae41-d907f88edb21 · inbound

MCTS-Refined CoT: High-Quality Fine-Tuning Data for LLM-Based Repository Issue Resolution cites this paper.

MCTS-Refined CoT: High-Quality Fine-Tuning Data for LLM-Based Repository Issue Resolution OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:35.646586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edf136a0-c492-4b58-9058-bc9d47281df1 · inbound

EdgeLoRA: An Efficient Multi-Tenant LLM Serving System on Edge Devices cites this paper.

EdgeLoRA: An Efficient Multi-Tenant LLM Serving System on Edge Devices OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T20:59:01.912987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da027ebf-5cb3-47f2-a460-904624b71ef0 · inbound

Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance cites this paper.

Falcon-H1: A Family of Hybrid-Head Language Models Redefining Efficiency and Performance OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 107

Resolution: unresolved; no resolver link, observed 2026-08-06T11:44:05.175289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59aaa6bb-736f-47a4-b812-9adba276d397 · inbound

Can Structured Templates Facilitate LLMs in Tackling Harder Tasks? : An Exploration of Scaling Laws by Difficulty cites this paper.

Can Structured Templates Facilitate LLMs in Tackling Harder Tasks? : An Exploration of Scaling Laws by Difficulty OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T16:02:03.555887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d54fd4b9-4e31-4696-8fe0-0d411d8f6698 · inbound

Simple Policy Gradients for Reasoning with Diffusion Language Models cites this paper.

Simple Policy Gradients for Reasoning with Diffusion Language Models OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T11:38:53.532244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8595c8d4-860c-4951-aebd-b11f7560d114 · inbound

ExpertGen: Scalable Sim-to-Real Expert Policy Learning from Imperfect Behavior Priors cites this paper.

ExpertGen: Scalable Sim-to-Real Expert Policy Learning from Imperfect Behavior Priors OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T09:39:55.210059Z

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 fa507667-fed3-42ea-b8ed-7d30e6609dce · inbound

HintMR: Eliciting Stronger Mathematical Reasoning in Small Language Models cites this paper.

HintMR: Eliciting Stronger Mathematical Reasoning in Small Language Models OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:50:58.592212Z

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 d09fc5a7-64b8-4c7a-83cb-2d2699178f54 · inbound

CoTEvol: Self-Evolving Chain-of-Thoughts for Data Synthesis in Mathematical Reasoning cites this paper.

CoTEvol: Self-Evolving Chain-of-Thoughts for Data Synthesis in Mathematical Reasoning OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:00:04.060780Z

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 e51c234d-7302-40c2-b847-cbc4fd087840 · inbound

LACE: Lattice Attention for Cross-thread Exploration cites this paper.

LACE: Lattice Attention for Cross-thread Exploration OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-10T10:24:21.286919Z

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 d21d6ee7-14f9-4327-b455-1999a022759c · inbound

LACE: Lattice Attention for Cross-thread Exploration cites this paper.

LACE: Lattice Attention for Cross-thread Exploration OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:50:50.109220Z

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 c921db49-c641-4658-8832-8db7d17fbd29 · inbound

LACE: Lattice Attention for Cross-thread Exploration cites this paper.

LACE: Lattice Attention for Cross-thread Exploration OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:36:28.721856Z

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 40fb062d-7989-4f89-a8cd-59dbbba29e00 · inbound

Train Separately, Merge Together: Modular Post-Training with Mixture-of-Experts cites this paper.

Train Separately, Merge Together: Modular Post-Training with Mixture-of-Experts OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:56:11.363601Z

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 82ca9e90-e886-494d-90ce-efe0dee857ed · inbound

RAG over Thinking Traces Can Improve Reasoning Tasks cites this paper.

RAG over Thinking Traces Can Improve Reasoning Tasks OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T00:41:25.497840Z

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 68ac5e8e-0e11-44ad-b3e7-513b7a7f0c39 · inbound

Instruction Tuning Changes How Upstream State Conditions Late Readout: A Cross-Patching Diagnostic cites this paper.

Instruction Tuning Changes How Upstream State Conditions Late Readout: A Cross-Patching Diagnostic OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T01:45:50.911620Z

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 55eb6f08-34f3-40f5-9b38-c77cfbd2ddef · inbound

Asking Back: Interaction-Layer Antidistillation Watermarks cites this paper.

Asking Back: Interaction-Layer Antidistillation Watermarks OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-20T18:13:37.517968Z

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 9b6a8e31-24ca-4f17-a05c-b393de0eadfc · inbound

STRIDE: Learnable Stepwise Language Feedback for LLM Reasoning cites this paper.

STRIDE: Learnable Stepwise Language Feedback for LLM Reasoning OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:49:00.735762Z

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 aa3ae5fa-1afc-48a3-a896-fcef03e23454 · inbound

Mimir: Large-scale Multilingual Concept Modeling cites this paper.

Mimir: Large-scale Multilingual Concept Modeling OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:24:38.678914Z

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 c70b2be9-a298-4c3d-a1bb-001c6402f58f · inbound

IRDS: Interpretable RLVR Data Selection via Verifier-Coupled Sparse Autoencoder Coverage cites this paper.

IRDS: Interpretable RLVR Data Selection via Verifier-Coupled Sparse Autoencoder Coverage OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T14:53:31.201156Z

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 01a976e9-dae9-4c66-b3a1-0326f48c5f53 · inbound

When Model Merging Breaks Routing: Training-Free Calibration for MoE cites this paper.

When Model Merging Breaks Routing: Training-Free Calibration for MoE OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T01:36:25.353525Z

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 603226fe-e760-439e-8c93-41ae2eb81ccd · inbound

Double Preconditioning (DoPr): Optimization for Test-Time Performance, not Validation Loss cites this paper.

Double Preconditioning (DoPr): Optimization for Test-Time Performance, not Validation Loss OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 111

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T12:06:55.437775Z

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 db9d799e-bfa5-4ce0-9d6f-73f4ec1b3719 · inbound

Dropout-GRPO: Variational Stochasticity for Continuous Latent Reasoning cites this paper.

Dropout-GRPO: Variational Stochasticity for Continuous Latent Reasoning OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-06-27T17:21:06.574537Z

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 a0a70963-de9f-4139-b5d8-18093e97d5df · inbound

Depth-Staggered Fibonacci Spacing for Sparse Attention: Static Schedules Beat Learned Dilation and Extrapolate Where Dense Attention Fails cites this paper.

Depth-Staggered Fibonacci Spacing for Sparse Attention: Static Schedules Beat Learned Dilation and Extrapolate Where Dense Attention Fails OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:45:48.022770Z

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 aa890a41-e5ec-4d85-a25f-e6179048b57b · inbound

Multi-Turn On-Policy Distillation with Prefix Replay cites this paper.

Multi-Turn On-Policy Distillation with Prefix Replay OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 80

Resolution: unresolved; no resolver link, observed 2026-07-11T13:53:36.775836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57f4433b-5429-4247-b0f5-941d4c3dde53 · inbound

Multi-Turn On-Policy Distillation with Prefix Replay cites this paper.

Multi-Turn On-Policy Distillation with Prefix Replay OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-02T08:40:40.504438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72e0f637-ddf4-4168-bb56-6415d1dfcb4d · inbound

Train Smarter, Not Longer: Memorization-Guided Data Reuse for Efficient LLM Training cites this paper.

Train Smarter, Not Longer: Memorization-Guided Data Reuse for Efficient LLM Training OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T10:45:46.618668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01e54eca-bba6-4f08-af3e-9248a4a268ac · inbound

Reference-Based Distillation Detection in LLMs cites this paper.

Reference-Based Distillation Detection in LLMs OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-14T17:39:28.270033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca48d8da-cd69-4524-969e-06b6d65bdbd2 · inbound

PoLoRA: A Preconditioned Orthogonalized LoRA Optimizer cites this paper.

PoLoRA: A Preconditioned Orthogonalized LoRA Optimizer OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-01T17:32:35.944947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6379591e-17e3-4235-9909-a15eb5b9d380 · inbound

Making Open-Source Text LLM Watermarks Durable Against Merging cites this paper.

Making Open-Source Text LLM Watermarks Durable Against Merging OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T14:26:15.082977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d394ee1-9d66-4db1-b22a-00a1ac4890b3 · inbound

Bridging Compute- and Data-Optimal Pretraining cites this paper.

Bridging Compute- and Data-Optimal Pretraining OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-01T03:02:03.688561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.