Update README.md (#7)

- Update README.md (91e8d475f7819f68dd1df5c01ff57be36324a4b0)
- Update README.md (987b01c872544cbd8fd41aa6ae1bb7bf430491d4)

README.md

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 - motif
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-*Last update: 23rd June 2025*
+*Last update: 14th august 2025*
 
 # New
 Now you can try out Motif 2.6B on Model Hub: https://model-hub.motiftech.io/
@@ -22,7 +22,7 @@ Now you can try out Motif 2.6B on Model Hub: https://model-hub.motiftech.io/
 # Introduction
 
 We announce **Motif 2.6B**, a 2.6 billion parameter language model trained from scratch on AMD Instinct™ MI250 GPUs. Motif 2.6B marks our very first step toward building helpful, reliable AI aligned with human values. With this initial release, our goal is for Motif 2.6B to match the performance of well-known open-source models such as Gemma, Llama, and Phi — particularly those in the sLLM regime.  
-For more details, you can refer to our [technical report](https://github.com/MotifTechnologies/Motif-2.6B/blob/main/paper/Motif_1_sLLM_tech_report.pdf).
+For more details, you can refer to our [technical report](https://arxiv.org/abs/2508.09148).
 
 # Training information