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 chaiml-devstral-24b-dpo-64999-v2-mkmlizer
Waiting for job on chaiml-devstral-24b-dpo-64999-v2-mkmlizer to finish
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: Downloaded to shared memory in 65.017s
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpsxo4tp5_, device:0
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: quantized model in 48.772s
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: Processed model ChaiML/devstral-24b-dpos1-prefsftgrok-v1-1 in 113.790s
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-64999-v2
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-64999-v2/config.json
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-64999-v2/special_tokens_map.json
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-64999-v2/tokenizer_config.json
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-64999-v2/tokenizer.json
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-64999-v2/flywheel_model.1.safetensors
chaiml-devstral-24b-dpo-64999-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-devstral-24b-dpo-64999-v2/flywheel_model.0.safetensors
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Job chaiml-devstral-24b-dpo-64999-v2-mkmlizer completed after 144.54s with status: succeeded
Stopping job with name chaiml-devstral-24b-dpo-64999-v2-mkmlizer
Pipeline stage MKMLizer completed in 145.03s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-devstral-24b-dpo-64999-v2
Waiting for inference service chaiml-devstral-24b-dpo-64999-v2 to be ready
Inference service chaiml-devstral-24b-dpo-64999-v2 ready after 140.60230016708374s
Pipeline stage MKMLDeployer completed in 141.17s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5683937072753906s
Received healthy response to inference request in 2.058612585067749s
Received healthy response to inference request in 2.008871555328369s
Received healthy response to inference request in 1.9933876991271973s
Received healthy response to inference request in 1.8380534648895264s
5 requests
0 failed requests
5th percentile: 1.8691203117370605
10th percentile: 1.9001871585845946
20th percentile: 1.9623208522796631
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40th percentile: 2.0026780128479005
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70th percentile: 2.048664379119873
80th percentile: 2.1605688095092774
90th percentile: 2.364481258392334
95th percentile: 2.466437482833862
99th percentile: 2.548002462387085
mean time: 2.0934638023376464
Pipeline stage StressChecker completed in 11.86s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.86s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.65s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2907.69s
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chaiml-devstral-24b-dpo_64999_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-devstral-24b-dpo_64999_v2 status is now torndown due to DeploymentManager action