Discussions

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  Add support for PEFT fine-tuning

  alvaropp started Oct 9, 2024 in Ideas

  

  

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  Efficient inference

  alvaropp asked Oct 8, 2024 in Q&A · Unanswered

  

  

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  FineTuning input dimensions for clarity

  question Further information is requested

  CoCoNuTeK asked Jun 9, 2024 in Q&A · Answered

  

  

  

  

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  Beyond univariate forecasting

  safaricd asked Oct 6, 2024 in Q&A · Unanswered

  

  

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  Fine-tuning on a single time series

  question Further information is requested

  teshnizi asked Jun 5, 2024 in Q&A · Unanswered

  

  

  

  

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  Inquiry about Feed Forward and Backward Processes in Chronos Model

  yogipuji15 asked Sep 30, 2024 in Q&A · Unanswered

  

  

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  Integration with NeuralForecast

  frknayk started Sep 21, 2024 in Ideas

  

  

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  Using PEFT(LoRa) to fine tune Chronos but unable to use the ChronosPipeline.predict() with the peft model to get the forecast samples

  tomar-s asked Aug 4, 2024 in Q&A · Unanswered

  

  

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  Parameters num_samples, top_k, top_p, temperature affect the fine tuning process?

  carlos-ariza3 asked Sep 4, 2024 in Q&A · Unanswered

  

  

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  ValueError: decoder_start_token_id or bos_token_id has to be defined for encoder-decoder generation

  xcc2731594 started Aug 14, 2024 in General

  

  

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  What is the difference between pre-training and finetuning in the Chronos Framework?

  hsm207 asked Aug 16, 2024 in Q&A · Answered

  

  

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  What is item_id mean in TimeSeriesDataFrame?

  ygbingo asked Aug 20, 2024 in Q&A · Unanswered

  

  

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  Why randomly drop some observations in training data?

  hsm207 started Aug 17, 2024 in General

  

  

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  Fine tuning on 2 time series questions

  Otsutsukii asked Aug 17, 2024 in Q&A · Unanswered

  

  

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  Chronos Feedback

  abdulfatir started Mar 20, 2024 in General

  

  

  

  

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  Reproducing the plots in the paper

  tomar-s asked Aug 14, 2024 in Q&A · Unanswered

  

  

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  Monash datasets used for training Chronos

  tomar-s asked Aug 4, 2024 in Q&A · Unanswered

  

  

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  How to convert model to onnx format and do inference?

  kishoreb4 asked Aug 12, 2024 in Q&A · Unanswered

  

  

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  why finetuning get worse result than zero-shot

  gyangfan asked Jul 2, 2024 in Q&A · Unanswered

  

  

  

  

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  Does the PAD token affect in fine-tuning?

  dafmdev asked Jul 3, 2024 in Q&A · Answered

  

  

  

  

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  How to utilize the HuggingFace dataset for pre-training

  FrankHo-Hwc asked Jul 27, 2024 in Q&A · Unanswered

  

  

  

  

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  Anomaly Detection Use Case

  9race asked Jul 29, 2024 in Q&A · Unanswered

  

  

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  What about a longer series for prediction?

  dafmdev asked Jul 26, 2024 in Q&A · Unanswered

  

  

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  Default num_samples may be too small

  tanz63 started Jul 24, 2024 in General

  

  

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  Model struggles with cumulative count data

  nsgoneape asked Jul 23, 2024 in Q&A · Answered

  

  

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