split.yaml

name: Bluemoon-Split
description: "Splits"
build:
  conversationBatch: 100
  cleanDirectory: [ 'out/data/pruned', 'out/stats/pruned' ]
  verifyRequirements: false
  verifyArtifacts: false
  sendPackedFiles: true
  gzipRemotePackedFiles: true
  gzipLocalPackedFiles: false

_input_steps:
  - step: &bluemoon_cleaned
      type: FastChatInput
      sync: main
      config:
        path: "out/data/full/bluemoon.train.json"
        preserveIds: true

_passes:
  - pass: &cfg--pruned
      required:
        - path: "out/data/full/bluemoon.train.json"
      steps:
        # Pre-cleaned source
        - *bluemoon_cleaned
        # Filter
        - type: StatsConversationPrune
          description: "Prune conversations for deviation or maximum message length"
          pack: [ 'out/stats/full/train/stats.json', 'out/stats/full/train/conversations.json.gz' ]
          config:
            packedStatsPath: 'out/stats/full/train'
            wordsStdDevRatioMin: 0.5
            #wordsStdDevRatioMax: 10.0
            #wordsClampMin: 120
            wordsClampMax: 2048
            messagesCountMin: 4
          # Train split
        - type: FastChatOutput
          sync: main
          config:
            path: "out/data/pruned/bluemoon.train.json"
            indent: 2
        - type: StatsOutput
          description: "Output statistics"
          sync: main
          config:
            path: 'out/stats/pruned/train/stats.json'
            vocabPath: 'out/stats/pruned/train/vocabulary.json.gz'
            gZipVocabulary: true
            conversationsPath: 'out/stats/pruned/train/conversations.json.gz'
            gZipConversations: true
        # Test split
        - type: RawSampleOutput
          sync: main
          config:
            ratio: 0.01
            forwardFilter: true
            path: "out/data/pruned/bluemoon.test.raw"
        - type: StatsOutput
          description: "Output statistics"
          sync: main
          config:
            path: 'out/stats/pruned/test/stats.json'
            vocabPath: 'out/stats/pruned/test/vocabulary.json.gz'
            gZipVocabulary: true
            conversationsPath: 'out/stats/pruned/test/conversations.json.gz'
            gZipConversations: true
      artifacts:
        - file: "out/data/pruned/bluemoon.train.json"
        - file: "out/data/pruned/bluemoon.test.raw"
# Use the above pass as a template to output for new configurations and splits.

passes: [ *cfg--pruned ]