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Workload Title: Decoder only LM #804

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11 tasks
priyakasimbeg opened this issue Oct 31, 2024 · 0 comments
Open
11 tasks

Workload Title: Decoder only LM #804

priyakasimbeg opened this issue Oct 31, 2024 · 0 comments
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⚙️ Workload Issue to create or port a new workload

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priyakasimbeg commented Oct 31, 2024 •
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Workload

Task

Text generation.

Dataset

TBD

Model

TBD
Possible candidates include

Reference Implementation

TBD

ToDo

  • Preliminary Benchmarking for model/dataset
  • Choose Model
  • Choose Dataset
  • Implement data input pipeline
    • Document specific dataset version in workload-specific README
  • Add model in JAX
    • Document model in workload-specific README
  • Add model in PyTorch
  • Target setting for new workload
  • Provide sample submission (and sample tuning search space)
    • Document results of sample submission in workload-specific README (how long did it take to reach the target performance)
@priyakasimbeg priyakasimbeg added the ⚙️ Workload Issue to create or port a new workload label Oct 31, 2024
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@priyakasimbeg