c6d664849b
* synced gpus * fix * fix * need to use t5-small for quality tests * notes * complete merge * fix a disappearing std stream problem * start zero3 tests * wip * tune params * sorting out the pre-trained model loading * reworking generate loop wip * wip * style * fix tests * split the tests * refactor tests * wip * parameterized * fix * workout the resume from non-ds checkpoint pass + test * cleanup * remove no longer needed code * split getter/setter functions * complete the docs * suggestions * gpus and their compute capabilities link * Apply suggestions from code review Co-authored-by: Lysandre Debut <lysandre@huggingface.co> * style * remove invalid paramgd * automatically configure zero3 params that rely on hidden size * make _get_resized_embeddings zero3-aware * add test exercising resize_token_embeddings() * add docstring Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
44 lines
943 B
JSON
44 lines
943 B
JSON
{
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"fp16": {
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"enabled": true,
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"loss_scale": 0,
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"loss_scale_window": 1000,
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"initial_scale_power": 16,
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"hysteresis": 2,
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"min_loss_scale": 1
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},
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"zero_optimization": {
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"stage": 2,
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"allgather_partitions": true,
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"allgather_bucket_size": 2e8,
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"overlap_comm": true,
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"reduce_scatter": true,
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"reduce_bucket_size": 2e8,
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"contiguous_gradients": true,
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"cpu_offload": true
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},
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"optimizer": {
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"type": "AdamW",
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"params": {
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"lr": 3e-5,
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"betas": [0.8, 0.999],
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"eps": 1e-8,
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"weight_decay": 3e-7
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}
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},
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"scheduler": {
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"type": "WarmupLR",
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"params": {
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"warmup_min_lr": 0,
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"warmup_max_lr": 3e-5,
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"warmup_num_steps": 500
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}
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},
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"steps_per_print": 2000,
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"wall_clock_breakdown": false
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}
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