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tianzl66/Llama-3.1-8B-Instruct-InstructionFollowing-LoRA

sourceHugging Faceupdated 1mo agoView on Hugging Face
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Model Card

Llama-3.1-8B-Instruct + Instruction-Following LoRA

This repository contains the vanilla LoRA adapter used as the instruction-following SFT baseline for the Spectral Surgery experiments.

Base Model

meta-llama/Llama-3.1-8B-Instruct

Training

  • —Sequence length: 1024
  • —Global batch size: 128
  • —LoRA rank: 16
  • —Seed: 42

Evaluation

Evaluation on IFEval.

ModelPrompt StrictPrompt LooseInstruction StrictInstruction Loose
Base65.80%72.83%75.54%81.18%
LoRA SFT65.99%70.98%74.82%79.26%
Spectral Surgery HNS 8+269.50%73.94%77.94%82.13%

The vanilla LoRA checkpoint is used as the source checkpoint for the Spectral Surgery HNS 8+2 adapter.