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-nemo-base-v1-mkmlizer
Waiting for job on alexxi19-ft-v1-nemo-base-v1-mkmlizer to finish
alexxi19-ft-v1-nemo-base-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
alexxi19-ft-v1-nemo-base-v1-mkmlizer: ║ _____ __ __ ║
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alexxi19-ft-v1-nemo-base-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
alexxi19-ft-v1-nemo-base-v1-mkmlizer: ║ /___/ ║
alexxi19-ft-v1-nemo-base-v1-mkmlizer: ║ ║
alexxi19-ft-v1-nemo-base-v1-mkmlizer: ║ Version: 0.11.12 ║
alexxi19-ft-v1-nemo-base-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
alexxi19-ft-v1-nemo-base-v1-mkmlizer: ║ https://mk1.ai ║
alexxi19-ft-v1-nemo-base-v1-mkmlizer: ║ ║
alexxi19-ft-v1-nemo-base-v1-mkmlizer: ║ The license key for the current software has been verified as ║
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alexxi19-ft-v1-nemo-base-v1-mkmlizer: ║ Chai Research Corp. ║
alexxi19-ft-v1-nemo-base-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
alexxi19-ft-v1-nemo-base-v1-mkmlizer: ║ Expiration: 2025-04-15 23:59:59 ║
alexxi19-ft-v1-nemo-base-v1-mkmlizer: ║ ║
alexxi19-ft-v1-nemo-base-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission function_lirer_2025-01-30: ('http://alexdaoud-trainer-humof-91326-v2-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:35528->127.0.0.1:8080: read: connection reset by peer\n')
alexxi19-ft-v1-nemo-base-v1-mkmlizer: Downloaded to shared memory in 46.021s
alexxi19-ft-v1-nemo-base-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpc_9qzp7y, device:0
alexxi19-ft-v1-nemo-base-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
alexxi19-ft-v1-nemo-base-v1-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-nemo-base-v1-mkmlizer: tensors = torch.load(model_shard_filename, map_location=torch.device(self.device), mmap=True)
alexxi19-ft-v1-nemo-base-v1-mkmlizer: quantized model in 35.473s
alexxi19-ft-v1-nemo-base-v1-mkmlizer: Processed model alexxi19/ft-v1-nemo-base in 81.495s
alexxi19-ft-v1-nemo-base-v1-mkmlizer: creating bucket guanaco-mkml-models
alexxi19-ft-v1-nemo-base-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-v1/config.json
alexxi19-ft-v1-nemo-base-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-v1/special_tokens_map.json
alexxi19-ft-v1-nemo-base-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-v1/tokenizer_config.json
alexxi19-ft-v1-nemo-base-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-v1/tokenizer.json
alexxi19-ft-v1-nemo-base-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-v1/flywheel_model.0.safetensors
alexxi19-ft-v1-nemo-base-v1-mkmlizer:
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Job alexxi19-ft-v1-nemo-base-v1-mkmlizer completed after 114.67s with status: succeeded
Stopping job with name alexxi19-ft-v1-nemo-base-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.19s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Creating inference service alexxi19-ft-v1-nemo-base-v1
Waiting for inference service alexxi19-ft-v1-nemo-base-v1 to be ready
Inference service alexxi19-ft-v1-nemo-base-v1 ready after 180.60966801643372s
Pipeline stage MKMLDeployer completed in 181.16s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.28094220161438s
Received healthy response to inference request in 1.8112380504608154s
Received healthy response to inference request in 1.6214923858642578s
Received healthy response to inference request in 1.883500576019287s
Received healthy response to inference request in 1.2873554229736328s
5 requests
0 failed requests
5th percentile: 1.354182815551758
10th percentile: 1.4210102081298828
20th percentile: 1.5546649932861327
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90th percentile: 2.1219655513763427
95th percentile: 2.201453876495361
99th percentile: 2.265044536590576
mean time: 1.7769057273864746
Pipeline stage StressChecker completed in 10.23s
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Pipeline stage MKMLProfilerTemplater completed in 0.09s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 4650.58s
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alexxi19-ft-v1-nemo-base_v1 status is now inactive due to auto deactivation removed underperforming models
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