Ecosyste.ms: Issues

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GitHub / amazon-science/chronos-forecasting issues and pull requests

#178 - [BUG] KeyError: 'start'？

Issue - State: open - Opened by KeepFaithMe 13 days ago - 1 comment
Labels: question

#177 - [FAQ] Does Chronos use the embedding layers of the LM

Issue - State: open - Opened by Hstellar 14 days ago - 2 comments
Labels: bug

#168 - Ensure model parameters are contiguous to allow saving model weights

Pull Request - State: closed - Opened by abao1999 about 2 months ago - 5 comments

#165 - [BUG] The implementation bug of the ’predict‘ function in class ChronosPipeline

Issue - State: closed - Opened by tychenn about 2 months ago - 2 comments
Labels: bug

#163 - Anomaly Detection Use Case

Issue - State: closed - Opened by 9race about 2 months ago

#160 - Simplify pretraining README snippet

Pull Request - State: closed - Opened by lostella about 2 months ago
Labels: documentation

#157 - Bound number of workers by number of datasets

Pull Request - State: closed - Opened by lostella 2 months ago
Labels: bugfix

#156 - Add call to freeze_support in training script

Pull Request - State: open - Opened by lostella 2 months ago - 2 comments
Labels: windows, bugfix

#155 - [BUG] EOF error in pickle when reading arrow file

Issue - State: open - Opened by AvisP 2 months ago - 8 comments
Labels: bug, windows

#154 - [BUG] ValueError when we use only one dataset

Issue - State: closed - Opened by liu-jc 2 months ago - 4 comments
Labels: bug

#151 - [BUG] ValueError: malformed node or string when fine tuning example

Issue - State: closed - Opened by williamrodz 2 months ago - 2 comments
Labels: bug

#150 - How to reproduce training and evaluation as done in the paper?

Issue - State: open - Opened by lostella 2 months ago - 3 comments
Labels: FAQ

#149 - ForkingPickler Error When Reading Arrow File

Issue - State: open - Opened by AlvinLok 2 months ago - 12 comments
Labels: bug, windows

#144 - about Mag combined with model

Issue - State: closed - Opened by rainbownmm 3 months ago - 2 comments

#138 - Add generation params to eval script

Pull Request - State: closed - Opened by abdulfatir 3 months ago

#137 - Add datasets badge

Pull Request - State: closed - Opened by abdulfatir 3 months ago

#136 - Update README.md with dataset and evaluation details

Pull Request - State: closed - Opened by abdulfatir 3 months ago

#135 - [BUG] Running example

Issue - State: closed - Opened by Nucleon729 3 months ago - 3 comments
Labels: bug

#134 - Add evaluation script

Pull Request - State: closed - Opened by abdulfatir 3 months ago

#131 - Fine-tuning Chronos with number of worker>=1

Issue - State: closed - Opened by Hstellar 3 months ago - 2 comments

#130 - The amount of pretraining data

Issue - State: closed - Opened by liu-jc 3 months ago

#126 - Predictions change with batch size of context

Issue - State: closed - Opened by anishsaha12 3 months ago - 8 comments

#125 - Set `drop_prob = 0` for causal models

Pull Request - State: closed - Opened by abdulfatir 3 months ago

#121 - What is the loss funciton used by the model?

Issue - State: closed - Opened by CoCoNuTeK 3 months ago

#113 - Add support for causal models

Pull Request - State: closed - Opened by abdulfatir 3 months ago

#109 - Add issue templates

Pull Request - State: closed - Opened by lostella 3 months ago

#108 - How to use the pre-trained or fine-tuned model for high-frequency and long-term data?

Issue - State: closed - Opened by XiaoqZhang 3 months ago - 5 comments
Labels: question

#107 - Adjusting training script for early stopping callback

Issue - State: closed - Opened by CoCoNuTeK 3 months ago - 4 comments
Labels: question

#106 - More details on input shapes?

Issue - State: closed - Opened by iamchrisearle 3 months ago - 1 comment
Labels: question

#105 - FineTuning input dimensions for clarity

Issue - State: closed - Opened by CoCoNuTeK 3 months ago - 2 comments
Labels: question

#104 - basic inference packages setup -> finetuning setup

Issue - State: closed - Opened by CoCoNuTeK 3 months ago - 1 comment

#103 - What is the recommended `torch_dtype`?

Issue - State: open - Opened by CoCoNuTeK 3 months ago - 4 comments
Labels: FAQ

#102 - How to reproduce the results as shown in the paper?

Issue - State: closed - Opened by liu-jc 3 months ago - 14 comments
Labels: question

#101 - Remove print statements from `train.py`

Pull Request - State: closed - Opened by abdulfatir 4 months ago

#100 - How to utilize META information for forecasting

Issue - State: closed - Opened by cbhaaa 4 months ago - 2 comments
Labels: question

#98 - Fine-tuning on a single time series

Issue - State: closed - Opened by teshnizi 4 months ago - 4 comments
Labels: question

#97 - Add FAQ badge to README

Pull Request - State: closed - Opened by lostella 4 months ago

#97 - Add FAQ badge to README

Pull Request - State: closed - Opened by lostella 4 months ago

#96 - Performance Metric for Chronos

Issue - State: closed - Opened by yeongnamtan 4 months ago - 2 comments
Labels: question

#95 - Update ci.yml with schedule

Pull Request - State: closed - Opened by abdulfatir 4 months ago - 1 comment

#94 - Uncap transformers dependency

Pull Request - State: closed - Opened by lostella 4 months ago - 1 comment

#90 - About KERNEL_BANK in scripts\kernel-synth.py

Issue - State: closed - Opened by kkiskkk 4 months ago - 1 comment
Labels: question

#89 - Training and fine tuning protocols

Issue - State: closed - Opened by tanz63 4 months ago - 1 comment
Labels: question

#87 - Free Open Source GitHub Security Engineer plugin

Issue - State: closed - Opened by pixeeai 4 months ago - 1 comment

#86 - Fix citation

Pull Request - State: closed - Opened by abdulfatir 4 months ago

#85 - Multiple GPU inference

Issue - State: closed - Opened by Otsutsukii 4 months ago - 1 comment

#84 - Pretraining dataset and recipe

Issue - State: closed - Opened by Otsutsukii 4 months ago - 3 comments
Labels: question

#83 - Inference speed worse on AMD CPU than on Intel CPU

Issue - State: closed - Opened by CrazyChildren 4 months ago - 1 comment
Labels: question

#82 - Split `input_transform` into `context_input_transform` and `label_input_transform`

Pull Request - State: closed - Opened by abdulfatir 4 months ago - 1 comment

#81 - Relax torch and transformers versions

Pull Request - State: closed - Opened by abdulfatir 4 months ago - 2 comments

#80 - Save training job info

Pull Request - State: closed - Opened by abdulfatir 4 months ago

#79 - Can performance on a small dataset become worse after fine-tuning?

Issue - State: closed - Opened by TPF2017 4 months ago - 1 comment
Labels: question

#78 - HuggingFace interface is broken

Issue - State: closed - Opened by lampretl 4 months ago - 1 comment

#77 - Cap transformers <4.41

Pull Request - State: closed - Opened by lostella 4 months ago

#75 - How to evaluate the models' performance through metrics such as MASE?

Issue - State: open - Opened by nate-gillman 4 months ago - 14 comments
Labels: FAQ

#74 - Update README and bump version

Pull Request - State: closed - Opened by abdulfatir 4 months ago

#73 - Fix output transform, add test to enforce tokenizer consistency

Pull Request - State: closed - Opened by HugoSenetaire 4 months ago - 4 comments

#72 - Use logo with transparent background

Pull Request - State: closed - Opened by abdulfatir 4 months ago

#71 - Add one space after --config in training readme

Pull Request - State: closed - Opened by huibinshen 4 months ago - 1 comment

#70 - How to increase the context length?

Issue - State: open - Opened by Riofd 4 months ago - 4 comments
Labels: FAQ

#69 - Add details on pushing model to huggingface hub

Pull Request - State: closed - Opened by abdulfatir 4 months ago

#68 - Update README examples

Pull Request - State: closed - Opened by lostella 4 months ago

#67 - Add a README file for the scripts

Pull Request - State: closed - Opened by abdulfatir 4 months ago

#66 - Merge kernel-synth extra into training

Pull Request - State: closed - Opened by abdulfatir 4 months ago

#65 - Add missing headers

Pull Request - State: closed - Opened by lostella 4 months ago

#64 - Add KernelSynth script

Pull Request - State: closed - Opened by abdulfatir 5 months ago

#63 - Add training script

Pull Request - State: closed - Opened by lostella 5 months ago

#62 - How to implement KernelSynth

Issue - State: closed - Opened by ForestsKing 5 months ago - 4 comments

#61 - Add support for multi-GPU inference

Issue - State: open - Opened by juliangrueber 5 months ago - 1 comment
Labels: documentation

#60 - How to do missing value imputation?

Issue - State: open - Opened by czczccz 5 months ago - 1 comment
Labels: FAQ

#58 - add AGv1.1 announcement to README

Pull Request - State: closed - Opened by canerturkmen 5 months ago

#57 - How to scale binned predictor value back to real raw value scala.

Issue - State: closed - Opened by iphyer 5 months ago - 2 comments

#55 - >64 sample sizes returns results for 64 samples.

Issue - State: closed - Opened by Stealeristaken 5 months ago - 2 comments

#54 - Prediction changes for every run

Issue - State: closed - Opened by harshitv804 5 months ago - 3 comments

#53 - Remove float32 casting for cumsum

Pull Request - State: closed - Opened by abdulfatir 5 months ago

#50 - How to do time series classification?

Issue - State: open - Opened by shivin9 5 months ago - 5 comments
Labels: FAQ

#48 - Add CITATION.cff

Pull Request - State: closed - Opened by abdulfatir 5 months ago

#46 - Update README.md

Pull Request - State: closed - Opened by abdulfatir 6 months ago

#44 - Simplify tokenizer creation

Pull Request - State: closed - Opened by lostella 6 months ago

#43 - Speed up workflow

Pull Request - State: closed - Opened by lostella 6 months ago

#42 - Fix types, add mypy to workflow

Pull Request - State: closed - Opened by lostella 6 months ago

#41 - Add MLX inference support

Pull Request - State: closed - Opened by abdulfatir 6 months ago
Labels: enhancement

#40 - How to generate forecasts with `prediction_length > 64`?

Issue - State: open - Opened by clevilll 6 months ago - 4 comments
Labels: FAQ

#39 - unable to tokenize text data

Issue - State: closed - Opened by xyzabc2592 6 months ago - 1 comment

#38 - If the history context is larger than 512

Issue - State: closed - Opened by ForestsKing 6 months ago - 2 comments

#35 - How to do inference without connecting to HuggingFace?

Issue - State: open - Opened by ForestsKing 6 months ago - 3 comments
Labels: FAQ

#34 - Remove Unnecessary F-strings

Pull Request - State: closed - Opened by pixeeai 6 months ago - 1 comment

#33 - Use efficient implementation of attention

Issue - State: open - Opened by abdulfatir 6 months ago - 1 comment
Labels: performance improvement

#32 - [WIP] Add support for torch.compile

Pull Request - State: closed - Opened by abdulfatir 6 months ago - 2 comments

#31 - What is the size of embeddings?

Issue - State: open - Opened by arittenbach 6 months ago - 1 comment
Labels: FAQ

#30 - About the T5 Architecture

Issue - State: closed - Opened by ForestsKing 6 months ago - 5 comments