MLM adaptation and Multitask Finetuning#284

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lintangsutawika wants to merge 150 commits intobigscience-workshop:mainfrom

lintangsutawika:mt0

Commits on May 7, 2022

added train script but with prefix manually declared
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Commits on May 9, 2022

made new dataset
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minor adjustments
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added capabilities for padding and prefix lm index
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added finetune script
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removed script
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added adjustments and new dataset
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try mlm dataset
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minor changes
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minor addition of import packages
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minor error fix
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minor error fix
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samples follow how gpt dataset is loaded
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added masked_lm_prob
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fixed tokenizer abstractions for HF tokenizer
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added mask id
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added mask id
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added mask id
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added mask id
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added fix
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added bos and eos token id
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no need for sentinal token
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add aux functions
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add aux functions
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add aux functions
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add pad_id
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Commits on May 18, 2022

changed lm predictions to t5
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changed lm predictions to t5
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changed lm predictions to t5
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changed lm predictions to t5
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changed lm predictions to t5
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tokenizer add mask, cls, sep tokens
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Commits on May 21, 2022

commit latest changes
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commit latest changes
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added sentinal tokens
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added sentinal tokens
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added sentinal tokens
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added additional_special_tokens
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added additional_special_tokens
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check t5_input and output
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check decoder in and decoder out
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Commits on May 22, 2022

made into input and output tokens
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made into input and output tokens
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made into input and output tokens
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made into input and output tokens
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made into input and output tokens
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made into input and output tokens
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made into input and output tokens
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Commits on May 23, 2022

made into input and output tokens
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made into input and output tokens
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added eos
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added eos
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Commits on May 24, 2022

test text_token
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test text_token
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test text_token
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test text_token
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test text_token
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assigned array
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assigned array
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assigned array
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hardcoded sequence length
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Commits on May 28, 2022

Commits on May 29, 2022

test to see output of get_ltor_masks_and_position_ids
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test to see output of get_ltor_masks_and_position_ids
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add new script
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add new script
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add new script
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Commits on May 30, 2022

changed settings
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changed settings
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Commits on May 31, 2022

tidy up
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changed tokenizer and position embedding
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Commits on Jun 2, 2022

modifying mlm to reflect original implementation
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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minor fix
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set correct seq len
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Commits on Jun 8, 2022

refined sampling method
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refined sampling method
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refined sampling method
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refined sampling method
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refined sampling method
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refined sampling method
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first commit, adding non causal mlm dataset
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fixed mlm dataset
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fixed mlm dataset
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fixed mlm dataset
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fixed mlm dataset
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fixed mlm dataset
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Commits on Jun 12, 2022

Merge branch 'bigscience-workshop:main' into mt0
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Commits on Jun 14, 2022

minor changes
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Merge branch 'mt0' of https://github.com/lintangsutawika/Megatron-DeepSpeed into mt0
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