SOTAVerified

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Papers

Showing 2130 of 91 papers

TitleStatusHype
Llama 2: Open Foundation and Fine-Tuned Chat ModelsCode8
Stay on topic with Classifier-Free Guidance0
ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context LearningCode0
The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-TuningCode2
PaLM 2 Technical ReportCode0
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale InstructionsCode2
BloombergGPT: A Large Language Model for FinanceCode0
GPT-4 Technical ReportCode6
LLaMA: Open and Efficient Foundation Language ModelsCode7
Exploring the Benefits of Training Expert Language Models over Instruction TuningCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CompassMTL 567M with TailorAccuracy96.1Unverified
2CompassMTL 567MAccuracy95.6Unverified
3DeBERTa-Large 304M (classification-based)Accuracy95.6Unverified
4GPT-4 (10-shot)Accuracy95.3Unverified
5LLaMA3+MoSLoRAAccuracy95Unverified
6LLaMA-2 13B + MixLoRAAccuracy94.7Unverified
7DeBERTa-Large 304MAccuracy94.7Unverified
8Unicorn 11B (fine-tuned)Accuracy93.9Unverified
9LLaMA-3 8B + MixLoRAAccuracy93.3Unverified
10LLaMA-2 7B + MixLoRAAccuracy93.1Unverified