Just wanted to ask , how many models are you guys able to stack ? given the number of audio files we have to process it will be very difficult to use multiple models.
", "messages": [ { "id": "2832825", "postDate": "05/23/2024 21:37:04", "content": "Just wanted to ask , how many models are you guys able to stack ? given the number of audio files we have to process it will be very difficult to use multiple models.
", "rawMarkdown": "Just wanted to ask , how many models are you guys able to stack ? given the number of audio files we have to process it will be very difficult to use multiple models.", "votes": null }, { "id": "2832892", "postDate": "05/23/2024 23:54:32", "content": "Our best score is from an ensemble of 3 models, and we were able to use an ensemble of up to 7 models in the test.
", "rawMarkdown": "Our best score is from an ensemble of 3 models, and we were able to use an ensemble of up to 7 models in the test.", "votes": null }, { "id": "2832893", "postDate": "05/24/2024 00:00:55", "content": "wow i was not expecting such big ensembling possible in this competition.
\nwhat difference do you see in CV/LB 1 model vs 3?
I am stunned by this as well! Maybe I need to revisit few ideas on this!
", "rawMarkdown": "I am stunned by this as well! Maybe I need to revisit few ideas on this!", "votes": null }, { "id": "2833047", "postDate": "05/24/2024 03:55:11", "content": "Isn't that kind of depends on the model size? I can't bring two eca_nfnet_l0 together, but I'm sure that would work on B0 size
", "rawMarkdown": "Isn't that kind of depends on the model size? I can't bring two eca_nfnet_l0 together, but I'm sure that would work on B0 size", "votes": null }, { "id": "2833056", "postDate": "05/24/2024 03:59:59", "content": "The ensemble might vary depending on the situation. Since the model isn't complete yet, we're using 3 models, but I don't think adding 2 or 3 more to 4 or 5 models will make much of a difference.
", "rawMarkdown": "The ensemble might vary depending on the situation. Since the model isn't complete yet, we're using 3 models, but I don't think adding 2 or 3 more to 4 or 5 models will make much of a difference.", "votes": null }, { "id": "2833869", "postDate": "05/24/2024 12:35:59", "content": "I've tried up to 3 b0's, but it hasn't been an improvement over a single larger model.
", "rawMarkdown": "I've tried up to 3 b0's, but it hasn't been an improvement over a single larger model.", "votes": null }, { "id": "2867805", "postDate": "06/12/2024 05:13:50", "content": "This comment will be made public once posted.
", "rawMarkdown": "This comment will be made public once posted.", "votes": null } ], "comments": [ { "id": 2832892, "author_name": "ajobseeker", "author_url": "", "post_date": "05/23/2024 23:54:32", "content": "Our best score is from an ensemble of 3 models, and we were able to use an ensemble of up to 7 models in the test.
", "votes": null, "replies": [ { "id": 2832893, "author_name": "ludovick", "author_url": "", "post_date": "05/24/2024 00:00:55", "content": "wow i was not expecting such big ensembling possible in this competition.
\nwhat difference do you see in CV/LB 1 model vs 3?
I am stunned by this as well! Maybe I need to revisit few ideas on this!
", "votes": null, "replies": [ { "id": 2833056, "author_name": "ajobseeker", "author_url": "", "post_date": "05/24/2024 03:59:59", "content": "The ensemble might vary depending on the situation. Since the model isn't complete yet, we're using 3 models, but I don't think adding 2 or 3 more to 4 or 5 models will make much of a difference.
", "votes": null, "replies": [] } ] } ] } ] }, { "id": 2833047, "author_name": "nyleve", "author_url": "", "post_date": "05/24/2024 03:55:11", "content": "Isn't that kind of depends on the model size? I can't bring two eca_nfnet_l0 together, but I'm sure that would work on B0 size
", "votes": null, "replies": [ { "id": 2833869, "author_name": "willrice", "author_url": "", "post_date": "05/24/2024 12:35:59", "content": "I've tried up to 3 b0's, but it hasn't been an improvement over a single larger model.
", "votes": null, "replies": [] } ] }, { "id": 2867805, "author_name": "ajobseeker", "author_url": "", "post_date": "06/12/2024 05:13:50", "content": "This comment will be made public once posted.
", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "2832825": "Just wanted to ask , how many models are you guys able to stack ? given the number of audio files we have to process it will be very difficult to use multiple models.", "2832892": "Our best score is from an ensemble of 3 models, and we were able to use an ensemble of up to 7 models in the test.", "2832893": "wow i was not expecting such big ensembling possible in this competition.\nwhat difference do you see in CV/LB 1 model vs 3?", "2832980": "I am stunned by this as well! Maybe I need to revisit few ideas on this!", "2833047": "Isn't that kind of depends on the model size? I can't bring two eca_nfnet_l0 together, but I'm sure that would work on B0 size", "2833056": "The ensemble might vary depending on the situation. Since the model isn't complete yet, we're using 3 models, but I don't think adding 2 or 3 more to 4 or 5 models will make much of a difference.", "2833869": "I've tried up to 3 b0's, but it hasn't been an improvement over a single larger model.", "2867805": "This comment will be made public once posted." }, "source": "meta" }