Base Model Vs Instruct Models
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![Base Model Vs Instruct Models [2605.31556] Vision-Language Models Suppress Female Representations ...](https://ar5iv.labs.arxiv.org/html/2605.31556/assets/figures/base_vs_instruct_visual.png)
![Base Model Vs Instruct Models [2403.14859] Comparing Plausibility Estimates in Base and Instruction ...](https://ar5iv.labs.arxiv.org/html/2403.14859/assets/figures/DifferencePlot.ActiveVsPassive.Faceted.png)


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%20and%20Mistral-Small-3.1-24B-Instruct-2503%20(by%20mistralai%20on%20huggingFace).%20Side-by-side%20overview%2C%20example%20outputs%2C%20and%20use%20cases.)




















![Base Model Vs Instruct Models [2402.07865] Prismatic VLMs: Investigating the Design Space of Visually ...](https://ar5iv.labs.arxiv.org/html/2402.07865/assets/figures/07-ensembling+base-instruct.png)


![Base Model Vs Instruct Models [2506.10630] Time Series Forecasting as Reasoning: A Slow-Thinking ...](https://ar5iv.labs.arxiv.org/html/2506.10630/assets/images/compare/Base_Instruct.png)

![Base Model Vs Instruct Models [2502.14768] Logic-RL: Unleashing LLM Reasoning with Rule-Based ...](https://ar5iv.labs.arxiv.org/html/2502.14768/assets/figure/base_instruct/val_acc.png)

![Base Model Vs Instruct Models [大模型实战 05] 大模型实战的杀手锏: 模型微调 - 阿尔的代码屋 - 博客园](https://cdn.jsdelivr.net/gh/Algieba-dean/BlogImgs@master/blog-images/test_blog/llm05-fine-tune-model/diff-of-base-instruct.png)
![Base Model Vs Instruct Models [2502.14768] Logic-RL: Unleashing LLM Reasoning with Rule-Based ...](https://ar5iv.labs.arxiv.org/html/2502.14768/assets/figure/base_instruct/base_reps.png)






![Base Model Vs Instruct Models [2402.07865] Prismatic VLMs: Investigating the Design Space of Visually ...](https://ar5iv.labs.arxiv.org/html/2402.07865/assets/figures-appendix/x11-base-vs-instruct-qualitative.png)





