ludwig
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ludwig-ai
Low-code framework for building custom LLMs, neural networks, and other AI models
**Describe the use case** It would be nice to have a way to get access to the sampled hyperopt space for each trial before the trials begin, rather than only...
**Describe the bug** A clear and concise description of what the bug is. **To Reproduce** Steps to reproduce the behavior: Store root on one file system and home in a...
**Describe the use case** In certain scenarios, not all metrics may actually be useful to compute for a given output feature type. A user may only be interested in a...
**Describe the bug** When trying to train a model with a single categorical output feature, I ran into a few errors. In particular, it seems like Ludwig can't build a...
**Describe the bug** When I unpin Dask (at time of writing installing `dask==2022.7.1`), we get the following error when running `pytest tests/integration_tests/test_ray.py::test_ray_image ``` E ray.exceptions.RayTaskError(ValueError): ray::dask:('store-to-parquet-3342a5973f9b624adbc7ab7b6c59c3c3', 0) (pid=93553, ip=127.0.0.1) E...
If, after dataset splitting and preprocessing, there are empty DataFrame partitions (when training using a Ray/Dask backend), Ray throws the following error. ``` E ray.exceptions.RayTaskError(AssertionError): ray::_get_read_tasks() (pid=10328, ip=127.0.0.1) E File...
**Describe the bug** When a ``generator`` decoder is used then the predicted output contains the ```` keywords which can be easily removed. But when a ``tagger`` decoder is used, a...
**Describe the bug** In Ludwig 0.1.x and 0.2.x when having an output feature using a tagger (like in the https://ludwig-ai.github.io/ludwig-docs/examples/#natural-language-understanding example), all the various slots were correctly tagged, and for...
Hi, I want to build an application that gets audio data from a microphone audio stream and makes live predictions of chunks of 1 sec audio with 2 categories using...
