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Squish42
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bluemoon-fandom-1-1-rp-cleaned

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Text Generation

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bluemoon-fandom-1-1-rp-cleaned / split.yaml

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Add 'pruned' configuration.

5a66577 11 months ago

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	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 ]