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FAIR Sequence Modeling Toolkit 2

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There's a few points in the codebase that imports from fairseq2n code, is there a pointer to the raw source to those? E.g. - ` from fairseq2n.bindings.data.text.sentence import ...` -...

question

**Describe the bug:** Segfault during the pipeline creation **Describe how to reproduce:** ```python from fairseq2.data import read_sequence from fairseq2.data.data_pipeline import DataPipeline, DataPipelineBuilder pipeline_build = read_sequence(list(range(100))) # this's shared for two...

bug

How could one to see the overall performance iterations of a complex DataPipeline and identify potential bottlenecks ? Ideally we would like to have several time series informations (like CPU/Memory...

question

**Is your feature request related to a problem? Please describe:** When there several steps in a complex data pipeline we would like to have a possibility to manually more priority...

enhancement

**Is your feature request related to a problem? Please describe:** Currently there's only `read_sequence` method that requires to know all list of sample in advance, `from_generator` would offer more flexible...

enhancement

from fairseq2.generation import SequenceToTextOutput, SequenceGeneratorOptions ImportError: cannot import name 'SequenceToTextOutput' from 'fairseq2.generation' (/usr/local/lib/python3.10/dist-packages/fairseq2/generation/__init__.py) /usr/local/lib/python3.10/dist-packages/fairseq2/generation# ls __init__.py __pycache__ beam_search.py chat.py generator.py sampling.py step_processor.py text.py utils.py Successfully installed fairseq2-0.2.0

bug

I am training S2UT models, for which two models are s2ut_transformer and s2ut_transformer_fisher. Both are showing dimension mismatch with wav2vec2 base models; some other models show dict key mismatch, Which...

enhancement

**Describe the bug:** The converter seems to stick to the first sample rate that has been fed into it, and refuse to convert audios with any other speech rates. **Describe...

bug

**Describe the bug:** Our Python application utilizes a seamless model to perform speech-to-text transformations. To host the application, we use an Azure virtual machine (Standard NC24ads A100 v4 (24 vcpus,...

bug

When multiple processes in a distributed job attempt to download the same asset, we do not handle it in a race-free way if the file system is shared. Think of...

enhancement
asset