YuLan-Mini: An Open Data-efficient Language Model | Paper Citation Record

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This paper cites Synthetically generated reasoning dataset (gsm8k-inspired) with enhanced diversity using gretel navigator and meta-llama/meta-llama-3.1-405b.

YuLan-Mini: An Open Data-efficient Language Model Synthetically generated reasoning dataset (gsm8k-inspired) with enhanced diversity using gretel navigator and meta-llama/meta-llama-3.1-405b

Reference 1

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This paper cites GQA: training generalized multi-query transformer models from multi-head checkpoints.

YuLan-Mini: An Open Data-efficient Language Model GQA: training generalized multi-query transformer models from multi-head checkpoints

Reference 2

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This paper cites Smollm2 - with great data, comes great performance, 2024.

YuLan-Mini: An Open Data-efficient Language Model Smollm2 - with great data, comes great performance, 2024

Reference 3

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This paper cites Program Synthesis with Large Language Models.

YuLan-Mini: An Open Data-efficient Language Model Program Synthesis with Large Language Models

Reference 4

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This paper cites Jiang, Jia Deng, Stella Biderman, and Sean Welleck.

YuLan-Mini: An Open Data-efficient Language Model Jiang, Jia Deng, Stella Biderman, and Sean Welleck

Reference 5

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This paper cites Layer Normalization.

YuLan-Mini: An Open Data-efficient Language Model Layer Normalization

Reference 6

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This paper cites Numinamath 7b cot, 2024.

YuLan-Mini: An Open Data-efficient Language Model Numinamath 7b cot, 2024

Reference 7

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This paper cites Stable LM 2 1.6B Technical Report.

YuLan-Mini: An Open Data-efficient Language Model Stable LM 2 1.6B Technical Report

Reference 8

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This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

YuLan-Mini: An Open Data-efficient Language Model DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Reference 9

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Observation 95f3bacb-3738-4743-8d1c-e8fc6ca2ccde · outbound

This paper cites Enriching word vectors with subword information.

YuLan-Mini: An Open Data-efficient Language Model Enriching word vectors with subword information

Reference 10

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This paper cites Language Models are Few-Shot Learners.

YuLan-Mini: An Open Data-efficient Language Model Language Models are Few-Shot Learners

Reference 11

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Observation 9872fc41-c8f6-4414-b6d4-029bdfe30fa2 · outbound

This paper cites Towards Effective and Efficient Continual Pre-training of Large Language Models.

YuLan-Mini: An Open Data-efficient Language Model Towards Effective and Efficient Continual Pre-training of Large Language Models

Reference 12

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Observation b69e5e27-df9c-4063-ac7d-257c56c29113 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

YuLan-Mini: An Open Data-efficient Language Model Evaluating Large Language Models Trained on Code

Reference 13

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Observation e5f94ab0-63e4-4d26-aeb0-e904cbdb294f · outbound

This paper cites Extending Context Window of Large Language Models via Positional Interpolation.

YuLan-Mini: An Open Data-efficient Language Model Extending Context Window of Large Language Models via Positional Interpolation

Reference 14

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YuLan-Mini: An Open Data-efficient Language Model Unresolved cited work

Reference 15

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This paper cites Stable language model pre-training by reducing embedding variability.

YuLan-Mini: An Open Data-efficient Language Model Stable language model pre-training by reducing embedding variability

Reference 16

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This paper cites Training Verifiers to Solve Math Word Problems.

YuLan-Mini: An Open Data-efficient Language Model Training Verifiers to Solve Math Word Problems

Reference 17

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This paper cites Getting the most out of your tokenizer for pre-training and domain adaptation.

YuLan-Mini: An Open Data-efficient Language Model Getting the most out of your tokenizer for pre-training and domain adaptation

Reference 18

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This paper cites Flashattention-2: Faster attention with better parallelism and work partitioning.

YuLan-Mini: An Open Data-efficient Language Model Flashattention-2: Faster attention with better parallelism and work partitioning

Reference 19

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This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher R \' e.

YuLan-Mini: An Open Data-efficient Language Model Fu, Stefano Ermon, Atri Rudra, and Christopher R \' e

Reference 20

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This paper cites The Z-loss: a shift and scale invariant classification loss belonging to the Spherical Family.

YuLan-Mini: An Open Data-efficient Language Model The Z-loss: a shift and scale invariant classification loss belonging to the Spherical Family

Reference 21

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This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

YuLan-Mini: An Open Data-efficient Language Model DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 22

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This paper cites Cerebras-GPT: Open Compute-Optimal Language Models Trained on the Cerebras Wafer-Scale Cluster.

YuLan-Mini: An Open Data-efficient Language Model Cerebras-GPT: Open Compute-Optimal Language Models Trained on the Cerebras Wafer-Scale Cluster

Reference 23

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This paper cites Cerebras-GPT: Open Compute-Optimal Language Models Trained on the Cerebras Wafer-Scale Cluster.

YuLan-Mini: An Open Data-efficient Language Model Cerebras-GPT: Open Compute-Optimal Language Models Trained on the Cerebras Wafer-Scale Cluster

Reference 24

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YuLan-Mini: An Open Data-efficient Language Model Fewer truncations improve language modeling

Reference 25

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This paper cites Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch.

YuLan-Mini: An Open Data-efficient Language Model Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch

Reference 26

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This paper cites The Llama 3 Herd of Models.

YuLan-Mini: An Open Data-efficient Language Model The Llama 3 Herd of Models

Reference 27

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

YuLan-Mini: An Open Data-efficient Language Model How to train long-context language models (effectively)

Reference 28

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YuLan-Mini: An Open Data-efficient Language Model Unresolved cited work

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This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

YuLan-Mini: An Open Data-efficient Language Model DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 30

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YuLan-Mini: An Open Data-efficient Language Model Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations

Reference 31

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This paper cites InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning.

YuLan-Mini: An Open Data-efficient Language Model InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning

Reference 32

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This paper cites WanJuan: A Comprehensive Multimodal Dataset for Advancing English and Chinese Large Models.

YuLan-Mini: An Open Data-efficient Language Model WanJuan: A Comprehensive Multimodal Dataset for Advancing English and Chinese Large Models

Reference 33

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YuLan-Mini: An Open Data-efficient Language Model Measuring massive multitask language understanding

Reference 34

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YuLan-Mini: An Open Data-efficient Language Model Measuring mathematical problem solving with the MATH dataset

Reference 35

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YuLan-Mini: An Open Data-efficient Language Model RULER: What's the Real Context Size of Your Long-Context Language Models?

Reference 36

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YuLan-Mini: An Open Data-efficient Language Model Liger Kernel: Efficient Triton Kernels for LLM Training

Reference 37

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YuLan-Mini: An Open Data-efficient Language Model MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

Reference 38

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YuLan-Mini: An Open Data-efficient Language Model Towards reasoning in large language models: A survey

Reference 39

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YuLan-Mini: An Open Data-efficient Language Model OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Reference 40

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YuLan-Mini: An Open Data-efficient Language Model C-eval: A multi-level multi-discipline chinese evaluation suite for foundation models

Reference 41

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YuLan-Mini: An Open Data-efficient Language Model Enhancing LLM Reasoning with Reward-guided Tree Search

Reference 42

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YuLan-Mini: An Open Data-efficient Language Model TinyBERT: Distilling BERT for Natural Language Understanding

Reference 43

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YuLan-Mini: An Open Data-efficient Language Model Calc-x and calcformers: Empowering arithmetical chain-of-thought through interaction with symbolic systems

Reference 44

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YuLan-Mini: An Open Data-efficient Language Model Kaplan, Sam McCandlish, T

Reference 45

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YuLan-Mini: An Open Data-efficient Language Model LAMBADA: backward chaining for automated reasoning in natural language

Reference 46

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YuLan-Mini: An Open Data-efficient Language Model Strategic Data Ordering: Enhancing Large Language Model Performance through Curriculum Learning

Reference 47

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YuLan-Mini: An Open Data-efficient Language Model Efficient memory management for large language model serving with pagedattention

Reference 48

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YuLan-Mini: An Open Data-efficient Language Model RACE: Large-scale ReAding Comprehension Dataset From Examinations

Reference 49

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YuLan-Mini: An Open Data-efficient Language Model Tulu 3: Pushing Frontiers in Open Language Model Post-Training

Reference 50

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YuLan-Mini: An Open Data-efficient Language Model To FP8 and Back Again: Quantifying Reduced Precision Effects on LLM Training Stability

Reference 51

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YuLan-Mini: An Open Data-efficient Language Model The stability-efficiency dilemma: Investigating sequence length warmup for training GPT models

Reference 52

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YuLan-Mini: An Open Data-efficient Language Model CMMLU: measuring massive multitask language understanding in chinese

Reference 53

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YuLan-Mini: An Open Data-efficient Language Model DataComp-LM: In search of the next generation of training sets for language models

Reference 54

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YuLan-Mini: An Open Data-efficient Language Model Numinamath

Reference 55

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YuLan-Mini: An Open Data-efficient Language Model Unresolved cited work

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This paper cites Slimorca: An open dataset of gpt-4 augmented flan reasoning traces, with verification, 2023.

YuLan-Mini: An Open Data-efficient Language Model Slimorca: An open dataset of gpt-4 augmented flan reasoning traces, with verification, 2023

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This paper cites Universal Checkpointing: A Flexible and Efficient Distributed Checkpointing System for Large-Scale DNN Training with Reconfigurable Parallelis.

YuLan-Mini: An Open Data-efficient Language Model Universal Checkpointing: A Flexible and Efficient Distributed Checkpointing System for Large-Scale DNN Training with Reconfigurable Parallelis

Reference 58

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YuLan-Mini: An Open Data-efficient Language Model Let's verify step by step

Reference 59

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YuLan-Mini: An Open Data-efficient Language Model Lean-STaR: Learning to Interleave Thinking and Proving

Reference 60

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Observation a0730987-ad22-477c-91cb-3dd1f406fe4b · outbound

This paper cites Evaluating language models for efficient code generation.

YuLan-Mini: An Open Data-efficient Language Model Evaluating language models for efficient code generation

Reference 61

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Observation 332f812f-14f7-49cc-8a0b-bc98b5b1a394 · outbound

This paper cites Longwanjuan: Towards systematic measurement for long text quality.

YuLan-Mini: An Open Data-efficient Language Model Longwanjuan: Towards systematic measurement for long text quality

Reference 62

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Observation 372b526d-e9d4-499b-822f-e2b8c5ae2fc2 · outbound

This paper cites Iandola, Chen Lai, Yuandong Tian, Igor Fedorov, Yunyang Xiong, Ernie Chang, Yangyang Shi, Raghuraman Krishnamoorthi, Liangzhen Lai, and Vikas Chandra.

YuLan-Mini: An Open Data-efficient Language Model Iandola, Chen Lai, Yuandong Tian, Igor Fedorov, Yunyang Xiong, Ernie Chang, Yangyang Shi, Raghuraman Krishnamoorthi, Liangzhen Lai, and Vikas Chandra

Reference 63

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Observation 29198369-d345-492c-8104-5ef371e61085 · outbound

This paper cites Decoupled weight decay regularization.

YuLan-Mini: An Open Data-efficient Language Model Decoupled weight decay regularization

Reference 64

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Observation 0a8a1e71-1888-423c-b010-e3f41b4cfb23 · outbound

This paper cites Fineweb-edu, May 2024 a.

YuLan-Mini: An Open Data-efficient Language Model Fineweb-edu, May 2024 a

Reference 65

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Observation ffbab978-eb00-4886-9b1e-9fa502d20b1e · outbound

This paper cites StarCoder 2 and The Stack v2: The Next Generation.

YuLan-Mini: An Open Data-efficient Language Model StarCoder 2 and The Stack v2: The Next Generation

Reference 66

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Observation e265e353-5c69-4eb7-8f90-70c410304222 · outbound

This paper cites \# instag: Instruction tagging for analyzing supervised fine-tuning of large language models.

YuLan-Mini: An Open Data-efficient Language Model \# instag: Instruction tagging for analyzing supervised fine-tuning of large language models

Reference 67

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Observation ada51368-6dfe-4c1f-85d8-d15a3b00a4aa · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

YuLan-Mini: An Open Data-efficient Language Model Gemma: Open Models Based on Gemini Research and Technology

Reference 68

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Observation 7682d8df-fb4c-48ac-9114-8ad3e7336eb1 · outbound

This paper cites Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems.

YuLan-Mini: An Open Data-efficient Language Model Imitate, Explore, and Self-Improve: A Reproduction Report on Slow-thinking Reasoning Systems

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.755485Z

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Observation 2888ad4e-50be-48ba-990a-1fe349f00bc8 · outbound

This paper cites AgentInstruct: Toward Generative Teaching with Agentic Flows.

YuLan-Mini: An Open Data-efficient Language Model AgentInstruct: Toward Generative Teaching with Agentic Flows

Reference 70

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Observation 20006ad7-ff15-436b-b12c-742bebf742df · outbound

This paper cites Orca-Math: Unlocking the potential of SLMs in Grade School Math.

YuLan-Mini: An Open Data-efficient Language Model Orca-Math: Unlocking the potential of SLMs in Grade School Math

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.764251Z

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Observation c86fb826-818e-46aa-bd8a-a26fc2b0a430 · outbound

This paper cites A Theory on Adam Instability in Large-Scale Machine Learning.

YuLan-Mini: An Open Data-efficient Language Model A Theory on Adam Instability in Large-Scale Machine Learning

Reference 72

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Observation 20a028e5-506a-4f8a-b8b4-3fe06c836d58 · outbound

This paper cites A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories.

YuLan-Mini: An Open Data-efficient Language Model A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.775045Z

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Observation 37f381ee-a220-45c8-b701-6757e7e54e4d · outbound

This paper cites Initialization of large language models via reparameterization to mitigate loss spikes.

YuLan-Mini: An Open Data-efficient Language Model Initialization of large language models via reparameterization to mitigate loss spikes

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.779633Z

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Observation 0d427be1-5e49-4c7f-8999-73dec0ad5d7b · outbound

This paper cites GPT-4 Technical Report.

YuLan-Mini: An Open Data-efficient Language Model GPT-4 Technical Report

Reference 75

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Observation 1a62bfcc-d9f6-461c-8325-421f6c18c33f · outbound

This paper cites Opencsg/chinese-fineweb-edu Datasets at Hugging Face.

YuLan-Mini: An Open Data-efficient Language Model Opencsg/chinese-fineweb-edu Datasets at Hugging Face

Reference 76

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Observation 4025dfc6-5705-4989-93c8-9e057f581fd7 · outbound

This paper cites Openwebmath: An open dataset of high-quality mathematical web text.

YuLan-Mini: An Open Data-efficient Language Model Openwebmath: An open dataset of high-quality mathematical web text

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.793062Z

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Observation 8c045feb-349f-4345-b277-87987db0101a · outbound

This paper cites The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale.

YuLan-Mini: An Open Data-efficient Language Model The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.796851Z

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Observation b96506b3-2dd9-4ed0-9312-32ccf87930ef · outbound

This paper cites Using the output embedding to improve language models.

YuLan-Mini: An Open Data-efficient Language Model Using the output embedding to improve language models

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.800922Z

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Observation fb3f90b6-cd61-48ce-88a9-3167d0f6cd56 · outbound

This paper cites Bpe-dropout: Simple and effective subword regularization.

YuLan-Mini: An Open Data-efficient Language Model Bpe-dropout: Simple and effective subword regularization

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.805088Z

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Observation dfd598b5-840e-401e-aea0-b701e6d112d4 · outbound

This paper cites Qwen2.5: A party of foundation models, September 2024.

YuLan-Mini: An Open Data-efficient Language Model Qwen2.5: A party of foundation models, September 2024

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.809849Z

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Observation cbb74a3b-c0d6-4000-9465-ace5f2b438af · outbound

This paper cites Qwq: Reflect deeply on the boundaries of the unknown, November 2024.

YuLan-Mini: An Open Data-efficient Language Model Qwq: Reflect deeply on the boundaries of the unknown, November 2024

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.813910Z

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Observation 11a5e7c4-1136-4352-8252-4ef5e130d539 · outbound

This paper cites Generalized Slow Roll for Tensors.

YuLan-Mini: An Open Data-efficient Language Model Generalized Slow Roll for Tensors

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.818112Z

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Observation 98d016bd-757e-40a0-bc69-5d86bb7d5913 · outbound

This paper cites Methods of improving LLM training stability.

YuLan-Mini: An Open Data-efficient Language Model Methods of improving LLM training stability

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.822498Z

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Observation 15560fa9-2c6a-46c7-85fa-55bd7bea687f · outbound

This paper cites Winogrande: an adversarial winograd schema challenge at scale.

YuLan-Mini: An Open Data-efficient Language Model Winogrande: an adversarial winograd schema challenge at scale

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.826872Z

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Observation 309525be-37af-4878-aa69-f0beef33a369 · outbound

This paper cites Analysing mathematical reasoning abilities of neural models.

YuLan-Mini: An Open Data-efficient Language Model Analysing mathematical reasoning abilities of neural models

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.830356Z

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Observation dd4fec3b-5f25-4c4d-860d-e6cf23ba19dc · outbound

This paper cites What Language Model to Train if You Have One Million GPU Hours?.

YuLan-Mini: An Open Data-efficient Language Model What Language Model to Train if You Have One Million GPU Hours?

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.834003Z

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Observation 50587157-1d42-495a-8d07-2e0c299bd7b7 · outbound

This paper cites GLU Variants Improve Transformer.

YuLan-Mini: An Open Data-efficient Language Model GLU Variants Improve Transformer

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.837609Z

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Observation 8730c3b9-df50-4f55-9cd3-42ff5cae83c1 · outbound

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YuLan-Mini: An Open Data-efficient Language Model Reflexion: language agents with verbal reinforcement learning

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.841726Z

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Observation 49a2a1f1-c421-43ed-bf83-eeefaf70a699 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

YuLan-Mini: An Open Data-efficient Language Model Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.845648Z

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Observation 534693d8-74e2-48b1-87d9-c6c9ce775baa · outbound

This paper cites Scaling synthetic logical reasoning datasets with context-sensitive declarative grammars.

YuLan-Mini: An Open Data-efficient Language Model Scaling synthetic logical reasoning datasets with context-sensitive declarative grammars

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.850860Z

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Observation b8249ded-ee17-4de7-b738-8b9f07ef0f4b · outbound

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YuLan-Mini: An Open Data-efficient Language Model Peters, Abhilasha Ravichander, Kyle Richardson, Zejiang Shen, Emma Strubell, Nishant Subramani, Oyvind Tafjord, Pete Walsh, Luke Zettlemoyer, Noah A

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.855080Z

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Observation 067a34e9-01f5-4deb-ad99-eaf1f3bd5113 · outbound

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YuLan-Mini: An Open Data-efficient Language Model An integrated data processing framework for pretraining foundation models

Reference 93

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Observation ebafdae7-2f71-4a6e-8c3a-b718eab9b0c1 · outbound

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YuLan-Mini: An Open Data-efficient Language Model Spike No More: Stabilizing the Pre-training of Large Language Models

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.863452Z

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Observation f6830659-a783-475b-91fb-768d22f64b1c · outbound

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YuLan-Mini: An Open Data-efficient Language Model Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.868198Z

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Observation f0a4b540-0312-49a1-8aa8-e20ccd484eff · outbound

This paper cites LLMBox : A Comprehensive Library for Large Language Models.

YuLan-Mini: An Open Data-efficient Language Model LLMBox : A Comprehensive Library for Large Language Models

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.872360Z

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Observation b99b19bd-383b-440d-bc06-50cc5082675c · outbound

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YuLan-Mini: An Open Data-efficient Language Model Mathscale: Scaling instruction tuning for mathematical reasoning

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.877674Z

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Observation 2e309652-293c-493e-8eba-e2a1cf5f4941 · outbound

This paper cites an unresolved cited work.

YuLan-Mini: An Open Data-efficient Language Model Unresolved cited work

Reference 98

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Observation d2abf91c-b95f-4497-b093-4e5a31d32053 · outbound

This paper cites D4: improving LLM pretraining via document de-duplication and diversification.

YuLan-Mini: An Open Data-efficient Language Model D4: improving LLM pretraining via document de-duplication and diversification

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-11T05:17:55.885313Z

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Observation 743e5dc6-35c4-4390-8c15-ea78498a6d02 · outbound

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YuLan-Mini: An Open Data-efficient Language Model Scaling Law with Learning Rate Annealing

Reference 100

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