ccc94da8ad
* kd fixes * fix collator setup * fix input args * better handling to drop string fields for kd with raw dataset * kd trainer has kd temp as part of the init * drop top_k before softmax * simplfy and remove zscore * WIP chunked KD loss with autograd wrapper * more fixes and liger-type chunked loss * collator cls for plugins * remove debugging * additional plugin collator kwargs, don't scale up kd loss by t^2 * don't need temp arg to distill method * online kd wip * add close to comment block * suport sampling params/max new tokens * handle when no custom collator is used in plugins * logsumexp trick: * fix check * shift off the first empty token * fix length of padding * use max not min * temp scale kd loss at end * support for dynamic plugin training args mixins and symmetric kl * chore: lint * fix trainer callback base class * Fix decay * accept compressed responses for smaller wire payload * post-rebase lint * more KD updates * increase hyperparams_count for gradients for added normalize_topk * fix to remove attention_mask * rename vars for consistency * fix rebase issues * default to dropping last batch in multipack batch sampler * improve handling of train len * init collator_cls_and_kwargs * explicit drop_last=False when checking for multipack completeness * use separate v2 loader for kd * fix kd tests to use subprocess so it picks up kd training args * default value for kd_beta arg * use updated dataset for ci * longer timeout for e2e
32 lines
642 B
JSON
32 lines
642 B
JSON
{
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"compile": {
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"disable": false,
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"backend": "inductor"
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},
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"zero_optimization": {
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"stage": 2,
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"offload_optimizer": {
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"device": "cpu"
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},
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"contiguous_gradients": true,
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"overlap_comm": true
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},
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"bf16": {
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"enabled": "auto"
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},
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"fp16": {
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"enabled": "auto",
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"auto_cast": false,
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"loss_scale": 0,
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"initial_scale_power": 32,
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"loss_scale_window": 1000,
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"hysteresis": 2,
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"min_loss_scale": 1
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},
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"gradient_accumulation_steps": "auto",
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"gradient_clipping": "auto",
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"train_batch_size": "auto",
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"train_micro_batch_size_per_gpu": "auto",
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"wall_clock_breakdown": false
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}
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