Related Issues (20)
- Add support for a default tokenizer if no tokenizer is specified
- Code cleanup needed to replace the notebooks with regular python files
- Add documentation for the config file on readthedocs.io
- Add support for models hosted on platforms other than SageMaker
- Merge model accuracy metrics also into this tool
- Add Bedrock benchmarking to this tool
- The README gives an impression that this tool is comparing instance types when it should be serving stacks
- The business summary plot in the report needs to have a caption for disclaimer
- Allow different experiments in the same config file to use different regions
- Provide config file for FLAN-T5 out of the box
- Try FMBench with instance count set to > 1 to see how scaling impacts latency and transactions per minute
- Compare different models for the same dataset
- Support for custom datasets and custom inference scripts
- Need for Integration of FMBench Tool with External 3rd party Synthetic Data Generation Tools for Benchmarking usecase.
- FMBench to support benchmarking for embedding models
- FMbench support for different AWS Region HOT 1
- To add support for bring your own 'SageMaker' pre existing endpoint
- FMBench to support an REST Predictor
- To integrate the Open-Orca HF dataset to FMBench
- FMBench needs to be configurable so that no S3 access is needed
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