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Papers

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Showing 26–50 of 340 papers

TitleStatusHype
DataDecide: How to Predict Best Pretraining Data with Small ExperimentsCode3
REPLUG: Retrieval-Augmented Black-Box Language ModelsCode3
General-Reasoner: Advancing LLM Reasoning Across All DomainsCode3
LoLCATs: On Low-Rank Linearizing of Large Language ModelsCode3
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding BenchmarkCode3
What Matters in Transformers? Not All Attention is NeededCode2
Accurate LoRA-Finetuning Quantization of LLMs via Information RetentionCode2
Routoo: Learning to Route to Large Language Models EffectivelyCode2
A StrongREJECT for Empty JailbreaksCode2
SOTOPIA-π: Interactive Learning of Socially Intelligent Language AgentsCode2
tinyBenchmarks: evaluating LLMs with fewer examplesCode2
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMsCode2
Reinforcing General Reasoning without VerifiersCode2
Atlas: Few-shot Learning with Retrieval Augmented Language ModelsCode2
Rethinking Benchmark and Contamination for Language Models with Rephrased SamplesCode2
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space ModelsCode2
Inheritune: Training Smaller Yet More Attentive Language ModelsCode2
MedAgents: Large Language Models as Collaborators for Zero-shot Medical ReasoningCode2
EQ-Bench: An Emotional Intelligence Benchmark for Large Language ModelsCode2
any4: Learned 4-bit Numeric Representation for LLMsCode2
MMLU-CF: A Contamination-free Multi-task Language Understanding BenchmarkCode2
Aurora:Activating Chinese chat capability for Mixtral-8x7B sparse Mixture-of-Experts through Instruction-TuningCode2
Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning IncentivizationCode2
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-InCode1
LiveMind: Low-latency Large Language Models with Simultaneous InferenceCode1
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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