Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-llama-8b-multihe-54063-v6-mkmlizer
Waiting for job on chaiml-llama-8b-multihe-54063-v6-mkmlizer to finish
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ _____ __ __ ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ /___/ ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ Version: 0.12.8 ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ https://mk1.ai ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ belonging to: ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ Chai Research Corp. ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ Expiration: 2025-04-15 23:59:59 ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ║ ║
chaiml-llama-8b-multihe-54063-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission rirv938-llama-8b-1024-t_67568_v4: HTTPConnectionPool(host='rirv938-llama-8b-1024-t-67568-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-llama-8b-multihe_54063_v4: HTTPConnectionPool(host='chaiml-llama-8b-multihe-54063-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-llama-8b-multihe-54063-v6-mkmlizer: Downloaded to shared memory in 34.057s
chaiml-llama-8b-multihe-54063-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:t0, folder:/tmp/tmpa189lxtc, device:0
chaiml-llama-8b-multihe-54063-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission rirv938-llama-8b-1024-t_67568_v3: HTTPConnectionPool(host='rirv938-llama-8b-1024-t-67568-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-llama-8b-1024-t_67568_v4: HTTPConnectionPool(host='rirv938-llama-8b-1024-t-67568-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-llama-8b-multihe_54063_v4: HTTPConnectionPool(host='chaiml-llama-8b-multihe-54063-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-llama-8b-1024-t_67568_v3: HTTPConnectionPool(host='rirv938-llama-8b-1024-t-67568-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-exp26-mistra_55673_v5: HTTPConnectionPool(host='nischaydnk-exp26-mistra-55673-v5-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-llama-8b-1024-t_67568_v4: HTTPConnectionPool(host='rirv938-llama-8b-1024-t-67568-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-llama-8b-multihe-54063-v6-mkmlizer: quantized model in 86.720s
chaiml-llama-8b-multihe-54063-v6-mkmlizer: Processed model ChaiML/llama_8b_multihead_204m_preference in 120.778s
chaiml-llama-8b-multihe-54063-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-llama-8b-multihe-54063-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-llama-8b-multihe-54063-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-llama-8b-multihe-54063-v6
chaiml-llama-8b-multihe-54063-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-llama-8b-multihe-54063-v6/config.json
chaiml-llama-8b-multihe-54063-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-llama-8b-multihe-54063-v6/special_tokens_map.json
chaiml-llama-8b-multihe-54063-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-llama-8b-multihe-54063-v6/tokenizer_config.json
chaiml-llama-8b-multihe-54063-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-llama-8b-multihe-54063-v6/tokenizer.json
chaiml-llama-8b-multihe-54063-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-llama-8b-multihe-54063-v6/flywheel_model.0.safetensors
chaiml-llama-8b-multihe-54063-v6-mkmlizer:
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Job chaiml-llama-8b-multihe-54063-v6-mkmlizer completed after 155.4s with status: succeeded
Stopping job with name chaiml-llama-8b-multihe-54063-v6-mkmlizer
Pipeline stage MKMLizer completed in 156.13s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-llama-8b-multihe-54063-v6
Waiting for inference service chaiml-llama-8b-multihe-54063-v6 to be ready
Failed to get response for submission nischaydnk-exp26-mistra_55673_v5: HTTPConnectionPool(host='nischaydnk-exp26-mistra-55673-v5-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-llama-8b-multihe_54063_v4: HTTPConnectionPool(host='chaiml-llama-8b-multihe-54063-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-exp26-mistra_55673_v5: HTTPConnectionPool(host='nischaydnk-exp26-mistra-55673-v5-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-llama-8b-1024-t_67568_v4: HTTPConnectionPool(host='rirv938-llama-8b-1024-t-67568-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-exp26-mistra_55673_v5: HTTPConnectionPool(host='nischaydnk-exp26-mistra-55673-v5-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-llama-8b-multihe_54063_v4: HTTPConnectionPool(host='chaiml-llama-8b-multihe-54063-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-exp26-mistra_55673_v5: HTTPConnectionPool(host='nischaydnk-exp26-mistra-55673-v5-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-llama-8b-1024-t_67568_v4: HTTPConnectionPool(host='rirv938-llama-8b-1024-t-67568-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-llama-8b-multihe-54063-v6 ready after 291.0511395931244s
Pipeline stage MKMLDeployer completed in 291.63s
run pipeline stage %s
Running pipeline stage StressChecker
Failed to get response for submission rirv938-llama-8b-1024-t_67568_v4: HTTPConnectionPool(host='rirv938-llama-8b-1024-t-67568-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Received healthy response to inference request in 3.9562246799468994s
Received healthy response to inference request in 3.626681089401245s
Received healthy response to inference request in 3.299144744873047s
Received healthy response to inference request in 3.2241744995117188s
Received healthy response to inference request in 4.978614330291748s
5 requests
0 failed requests
5th percentile: 3.2391685485839843
10th percentile: 3.25416259765625
20th percentile: 3.2841506958007813
30th percentile: 3.3646520137786866
40th percentile: 3.4956665515899656
50th percentile: 3.626681089401245
60th percentile: 3.758498525619507
70th percentile: 3.8903159618377683
80th percentile: 4.1607026100158695
90th percentile: 4.569658470153809
95th percentile: 4.774136400222778
99th percentile: 4.937718744277954
mean time: 3.8169678688049316
%s, retrying in %s seconds...
Received healthy response to inference request in 2.4880306720733643s
Received healthy response to inference request in 2.6166186332702637s
Received healthy response to inference request in 2.15802001953125s
Received healthy response to inference request in 6.77830958366394s
Received healthy response to inference request in 3.092439889907837s
5 requests
0 failed requests
5th percentile: 2.224022150039673
10th percentile: 2.2900242805480957
20th percentile: 2.4220285415649414
30th percentile: 2.5137482643127442
40th percentile: 2.5651834487915037
50th percentile: 2.6166186332702637
60th percentile: 2.806947135925293
70th percentile: 2.997275638580322
80th percentile: 3.8296138286590584
90th percentile: 5.303961706161499
95th percentile: 6.041135644912719
99th percentile: 6.630874795913696
mean time: 3.426683759689331
Pipeline stage StressChecker completed in 39.29s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.78s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.70s
Shutdown handler de-registered
chaiml-llama-8b-multihe_54063_v6 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-llama-8b-multihe-54063-v6-profiler
Waiting for inference service chaiml-llama-8b-multihe-54063-v6-profiler to be ready
Inference service chaiml-llama-8b-multihe-54063-v6-profiler ready after 391.4725637435913s
Pipeline stage MKMLProfilerDeployer completed in 391.95s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-llama-8b-mult8f6d2b54d79ccbe43b1c500012887a25-deplodhv6s:/code/chaiverse_profiler_1740724280 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-llama-8b-mult8f6d2b54d79ccbe43b1c500012887a25-deplodhv6s --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1740724280 && python profiles.py profile --best_of_n 1 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 512 --output_tokens 1 --summary /code/chaiverse_profiler_1740724280/summary.json'
Received signal 15, running shutdown handler
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-llama-8b-multihe-54063-v6-profiler is running
Tearing down inference service chaiml-llama-8b-multihe-54063-v6-profiler
Service chaiml-llama-8b-multihe-54063-v6-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.18s
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-llama-8b-multihe-54063-v6-profiler is running
Skipping teardown as no inference service was found
Pipeline stage MKMLProfilerDeleter completed in 2.15s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-llama-8b-multihe-54063-v6-profiler
Waiting for inference service chaiml-llama-8b-multihe-54063-v6-profiler to be ready
Inference service chaiml-llama-8b-multihe-54063-v6-profiler ready after 160.62146496772766s
Pipeline stage MKMLProfilerDeployer completed in 160.98s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-llama-8b-mult8f6d2b54d79ccbe43b1c500012887a25-deplowkllr:/code/chaiverse_profiler_1740727668 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-llama-8b-mult8f6d2b54d79ccbe43b1c500012887a25-deplowkllr --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1740727668 && python profiles.py profile --best_of_n 1 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 512 --output_tokens 1 --summary /code/chaiverse_profiler_1740727668/summary.json'
Received signal 15, running shutdown handler
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-llama-8b-multihe-54063-v6-profiler is running
Tearing down inference service chaiml-llama-8b-multihe-54063-v6-profiler
Service chaiml-llama-8b-multihe-54063-v6-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.05s
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-llama-8b-multihe-54063-v6-profiler is running
Skipping teardown as no inference service was found
Pipeline stage MKMLProfilerDeleter completed in 2.20s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-llama-8b-multihe-54063-v6-profiler
Waiting for inference service chaiml-llama-8b-multihe-54063-v6-profiler to be ready
Inference service chaiml-llama-8b-multihe-54063-v6-profiler ready after 160.61626410484314s
Pipeline stage MKMLProfilerDeployer completed in 160.97s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-llama-8b-mult8f6d2b54d79ccbe43b1c500012887a25-deplomw5sj:/code/chaiverse_profiler_1740731309 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-llama-8b-mult8f6d2b54d79ccbe43b1c500012887a25-deplomw5sj --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1740731309 && python profiles.py profile --best_of_n 1 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 512 --output_tokens 1 --summary /code/chaiverse_profiler_1740731309/summary.json'
Received signal 15, running shutdown handler
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-llama-8b-multihe-54063-v6-profiler is running
Tearing down inference service chaiml-llama-8b-multihe-54063-v6-profiler
Service chaiml-llama-8b-multihe-54063-v6-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.83s
Shutdown handler de-registered
chaiml-llama-8b-multihe_54063_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-llama-8b-multihe_54063_v6 status is now torndown due to DeploymentManager action