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What is the details for the data used for reward model OpenAssistant/oasst-rm-2-pythia-6.9b-epoch-1?

Open REIGN12 opened this issue 2 years ago • 0 comments
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Many thanks for your great open sourcing effort! And I am new to this field and I am particularly interested in the data for training reward model. I noticed that there is a simple dataset config for this, but I am a little bit confused about the details.

  datasets:
    - oasst_export:
        lang: "en,es,de,fr"
        input_file_path: 2023-03-27_oasst_research_ready_synth.jsonl.gz
        val_split: 0.1
    - anthropic_rlhf:
        fraction: 0.1
        max_val_set: 1000
    - shp:
        max_val_set: 1000
    - hellaswag:
        fraction: 0.5
        max_val_set: 1000
    - webgpt:
         val_split: 0.05
         max_val_set: 1000
    - hf_summary_pairs:
         fraction: 0.1
         max_val_set: 250

How can we use hellaswag as a comparison dataset? There seem to be multiple choices(rather than 2) Is there any experimental evidence support the fraction setting we are currently using?

Many thanks for any responses in advance!

REIGN12 avatar Sep 13 '23 02:09 REIGN12