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

€6 000 EUR
Completed (over 1 year ago)
Generative AI
468 joined
131 active
Starti
May 07, 24
Closei
Jul 26, 24
Reveali
Jul 26, 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.

Discussion 2 answers

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

3 Jul 2024, 10:08
Upvotes 1
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University of ibadan

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

3 Jul 2024, 21:14
Upvotes 0