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Specializing Large Language Models for Telecom Networks by ITU AI/ML in 5G Challenge

€6 000 EUR
Completed (over 2 years ago)
Generative AI
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07 May 24
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marching_learning
Nostalgic Mathematics
Is somebody getting good results with Falcon-7B ?
Help · 3 Jul 2024, 09:26 · 2

In my local experiments. I've seen that with the training dataset that Falcon 7B is underperforming compared to Phi-2 or evan RAG (+ sementic similarity). But I'd like to know if somebody is doing goof with Falcon-7B. It seems that Falcon 7B is struggling with MCQ in the telecommunication area according to this paper https://arxiv.org/pdf/2402.15818. While playing with the 60 first training questions, Falcon is 30% accurate.

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Its not doing well for me. Its even difficult for me to get it to follow the instructions of generating the answer choice.

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Same here too. It's performing bad. seeming not so good with long prompts. or better still one need to research into hyperparameter settings that can handle long prompts well

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