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MMLU

Papers

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Showing 251–300 of 340 papers

TitleStatusHype
OwLore: Outlier-weighed Layerwise Sampled Low-Rank Projection for Memory-Efficient LLM Fine-tuningCode1
Efficient multi-prompt evaluation of LLMsCode7
GECKO: Generative Language Model for English, Code and Korean—0
Revisiting MoE and Dense Speed-Accuracy Comparisons for LLM TrainingCode7
Instruction Tuning With Loss Over InstructionsCode1
An Assessment of Model-On-Model Deception—0
SUTRA: Scalable Multilingual Language Model Architecture—0
Octopus v4: Graph of language models—0
LayerSkip: Enabling Early Exit Inference and Self-Speculative DecodingCode3
Make Your LLM Fully Utilize the ContextCode5
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone—0
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMsCode2
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models—0
Inheritune: Training Smaller Yet More Attentive Language ModelsCode2
Post-Hoc Reversal: Are We Selecting Models Prematurely?Code0
LawInstruct: A Resource for Studying Language Model Adaptation to the Legal DomainCode1
LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction—0
NumeroLogic: Number Encoding for Enhanced LLMs' Numerical Reasoning—0
BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical TextCode4
Few-Shot Recalibration of Language Models—0
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-TuningCode9
CodingTeachLLM: Empowering LLM's Coding Ability via AST Prior Knowledge—0
SOTOPIA-π: Interactive Learning of Socially Intelligent Language AgentsCode2
Unfamiliar Finetuning Examples Control How Language Models HallucinateCode1
Yi: Open Foundation Models by 01.AICode9
The Claude 3 Model Family: Opus, Sonnet, Haiku—0
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question AnsweringCode1
KorMedMCQA: Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing Examinations—0
OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models—0
Do Large Language Models Mirror Cognitive Language Processing?—0
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical ReasoningCode0
Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model OptimizersCode1
ChatMusician: Understanding and Generating Music Intrinsically with LLMCode3
tinyBenchmarks: evaluating LLMs with fewer examplesCode2
ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance LabelingCode0
Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models—0
A StrongREJECT for Empty JailbreaksCode2
Accurate LoRA-Finetuning Quantization of LLMs via Information RetentionCode2
When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model LeaderboardsCode0
Towards Uncertainty-Aware Language Agent—0
Routoo: Learning to Route to Large Language Models EffectivelyCode2
LLaMA Beyond English: An Empirical Study on Language Capability Transfer—0
Assessing the Impact of Prompting Methods on ChatGPT's Mathematical Capabilities—0
Aurora:Activating Chinese chat capability for Mixtral-8x7B sparse Mixture-of-Experts through Instruction-TuningCode2
YAYI 2: Multilingual Open-Source Large Language Models—0
Gemini: A Family of Highly Capable Multimodal ModelsCode1
EQ-Bench: An Emotional Intelligence Benchmark for Large Language ModelsCode2
Efficient Online Data Mixing For Language Model Pre-TrainingCode1
Prompt Optimization via Adversarial In-Context LearningCode1
ArcMMLU: A Library and Information Science Benchmark for Large Language ModelsCode1
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All datasetsSIOP 2020/2021MMLU-ProVCTK

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1go ahead, make my dataFinal_score61.72—Unverified
2#GreedyCowFinal_score61.63—Unverified
3Don't Ask Us yFinal_score61.4—Unverified
4Data_and_ConfusedFinal_score60.96—Unverified
5WafflesFinal_score60.91—Unverified
6raakaFinal_score60.91—Unverified
7Team ProcrustinationFinal_score60.64—Unverified
8Axiom Consulting PartnersFinal_score60.63—Unverified
9Lets_Be_FairFinal_score60.23—Unverified
10goonersFinal_score60.22—Unverified
#ModelMetricClaimedVerifiedStatus
1Orange-mini0-shot MRR99.19—Unverified
#ModelMetricClaimedVerifiedStatus
1HybridBeam+SI-SDRi13.3—Unverified