full_val_eval.log

[Eval] Loading checkpoint outputs/devops-300m-4096-bf16-vast/checkpoint-4000
[transformers] LlamaForCausalLM has generative capabilities, as `prepare_inputs_for_generation` is explicitly defined. However, it doesn't directly inherit from `GenerationMixin`. From 👉v4.50👈 onwards, `PreTrainedModel` will NOT inherit from `GenerationMixin`, and this model will lose the ability to call `generate` and other related functions.
  - If you're using `trust_remote_code=True`, you can get rid of this warning by loading the model with an auto class. See https://huggingface.co/docs/transformers/en/model_doc/auto#auto-classes
  - If you are the owner of the model architecture code, please modify your model class such that it inherits from `GenerationMixin` (after `PreTrainedModel`, otherwise you'll get an exception).
  - If you are not the owner of the model architecture class, please contact the model code owner to update it.
[Eval] 287.3M parameters loaded
[Dataset] 17492 files, 123,656 non-overlapping samples, seq_len=4096
[transformers] `use_return_dict` is deprecated! Use `return_dict` instead!
[Eval] batch 1 | samples 8/123656 | mean_loss 2.4351 | 1s elapsed | 35,948 tok/s
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[Eval] batch 2061 | samples 16488/123656 | mean_loss 2.2263 | 859s elapsed | 78,616 tok/s
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[Eval] DONE in 6446s
[Eval] samples=123656 tokens=506494976
[Eval] mean_eval_loss = 2.316302
[Eval] perplexity     = 10.138