Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name alexxi19-ft-v1-violet-v13-mkmlizer
Waiting for job on alexxi19-ft-v1-violet-v13-mkmlizer to finish
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alexxi19-ft-v1-violet-v13-mkmlizer: ║ ║
alexxi19-ft-v1-violet-v13-mkmlizer: ║ Version: 0.11.12 ║
alexxi19-ft-v1-violet-v13-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
alexxi19-ft-v1-violet-v13-mkmlizer: ║ https://mk1.ai ║
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alexxi19-ft-v1-violet-v13-mkmlizer: ║ Chai Research Corp. ║
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alexxi19-ft-v1-violet-v13-mkmlizer: ║ Expiration: 2025-04-15 23:59:59 ║
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alexxi19-ft-v1-violet-v13-mkmlizer: Downloaded to shared memory in 30.815s
alexxi19-ft-v1-violet-v13-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpsf_ne4oh, device:0
alexxi19-ft-v1-violet-v13-mkmlizer: Saving flywheel model at /dev/shm/model_cache
alexxi19-ft-v1-violet-v13-mkmlizer: /opt/conda/lib/python3.10/site-packages/mk1/flywheel/functional/loader.py:55: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.
alexxi19-ft-v1-violet-v13-mkmlizer: tensors = torch.load(model_shard_filename, map_location=torch.device(self.device), mmap=True)
alexxi19-ft-v1-violet-v13-mkmlizer: quantized model in 38.553s
alexxi19-ft-v1-violet-v13-mkmlizer: Processed model alexxi19/ft-v1-violet in 69.368s
alexxi19-ft-v1-violet-v13-mkmlizer: creating bucket guanaco-mkml-models
alexxi19-ft-v1-violet-v13-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
alexxi19-ft-v1-violet-v13-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/alexxi19-ft-v1-violet-v13
alexxi19-ft-v1-violet-v13-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/alexxi19-ft-v1-violet-v13/config.json
alexxi19-ft-v1-violet-v13-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/alexxi19-ft-v1-violet-v13/special_tokens_map.json
alexxi19-ft-v1-violet-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/alexxi19-ft-v1-violet-v13/tokenizer_config.json
alexxi19-ft-v1-violet-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/alexxi19-ft-v1-violet-v13/tokenizer.json
alexxi19-ft-v1-violet-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/alexxi19-ft-v1-violet-v13/flywheel_model.0.safetensors
Job alexxi19-ft-v1-violet-v13-mkmlizer completed after 103.62s with status: succeeded
Stopping job with name alexxi19-ft-v1-violet-v13-mkmlizer
Pipeline stage MKMLizer completed in 104.09s
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Creating inference service alexxi19-ft-v1-violet-v13
Waiting for inference service alexxi19-ft-v1-violet-v13 to be ready
Inference service alexxi19-ft-v1-violet-v13 ready after 210.81919050216675s
Pipeline stage MKMLDeployer completed in 211.56s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.6963870525360107s
Received healthy response to inference request in 1.254822015762329s
Received healthy response to inference request in 1.2218337059020996s
Received healthy response to inference request in 1.6898460388183594s
Received healthy response to inference request in 1.404564380645752s
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5th percentile: 1.2284313678741454
10th percentile: 1.2350290298461915
20th percentile: 1.2482243537902833
30th percentile: 1.2847704887390137
40th percentile: 1.3446674346923828
50th percentile: 1.404564380645752
60th percentile: 1.518677043914795
70th percentile: 1.6327897071838378
80th percentile: 1.6911542415618896
90th percentile: 1.6937706470489502
95th percentile: 1.6950788497924805
99th percentile: 1.6961254119873046
mean time: 1.45349063873291
Pipeline stage StressChecker completed in 8.60s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.65s
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alexxi19-ft-v1-violet_v13 status is now deployed due to DeploymentManager action
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2654.37s
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alexxi19-ft-v1-violet_v13 status is now inactive due to auto deactivation removed underperforming models
alexxi19-ft-v1-violet_v13 status is now torndown due to DeploymentManager action
alexxi19-ft-v1-violet_v13 status is now torndown due to DeploymentManager action
alexxi19-ft-v1-violet_v13 status is now torndown due to DeploymentManager action