SOTAVerified

Instruction Following

Instruction following is the basic task of the model. This task is dedicated to evaluating the ability of the large model to follow human instructions. It is hoped that the model can generate controllable and safe answers.

Papers

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Showing 421–430 of 1135 papers

TitleStatusHype
Interactive Text-to-Image Retrieval with Large Language Models: A Plug-and-Play ApproachCode1
Aya Dataset: An Open-Access Collection for Multilingual Instruction TuningCode1
Do LLMs "know" internally when they follow instructions?Code1
A Dual-Space Framework for General Knowledge Distillation of Large Language ModelsCode1
Investigating Instruction Tuning Large Language Models on GraphsCode1
Zero-Shot Compositional Policy Learning via Language GroundingCode1
Jatmo: Prompt Injection Defense by Task-Specific FinetuningCode1
Instruction-Tuning Data Synthesis from Scratch via Web ReconstructionCode1
An Emulator for Fine-Tuning Large Language Models using Small Language ModelsCode1
Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical StudyCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AutoIF (Llama3 70B)Inst-level loose-accuracy90.4—Unverified
2AutoIF (Qwen2 72B)Inst-level loose-accuracy88—Unverified
3GPT-4Inst-level loose-accuracy85.37—Unverified
4PaLM 2 SInst-level loose-accuracy59.11—Unverified