Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-nemo-20241016-bre-9520-v2-mkmlizer
Waiting for job on chaiml-nemo-20241016-bre-9520-v2-mkmlizer to finish
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ _____ __ __ ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ /___/ ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ Version: 0.11.12 ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ https://mk1.ai ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ belonging to: ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ Chai Research Corp. ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ Expiration: 2025-01-15 23:59:59 ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ║ ║
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: Downloaded to shared memory in 48.366s
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpjfjsh8xn, device:0
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: quantized model in 36.687s
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: Processed model ChaiML/nemo-20241016-breadcrumbs-remerge_v1_5merge-albert in 85.054s
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241016-bre-9520-v2
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241016-bre-9520-v2/config.json
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241016-bre-9520-v2/special_tokens_map.json
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241016-bre-9520-v2/tokenizer_config.json
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241016-bre-9520-v2/tokenizer.json
chaiml-nemo-20241016-bre-9520-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241016-bre-9520-v2/flywheel_model.0.safetensors
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Job chaiml-nemo-20241016-bre-9520-v2-mkmlizer completed after 114.04s with status: succeeded
Stopping job with name chaiml-nemo-20241016-bre-9520-v2-mkmlizer
Pipeline stage MKMLizer completed in 114.55s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241016-bre-9520-v2
Waiting for inference service chaiml-nemo-20241016-bre-9520-v2 to be ready
Failed to get response for submission sao10k-mn-12b-lyra-v4a1_v3: ('http://chaiml-llama-8b-pairwis-8189-v27-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:58594->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-nemo-20241016-bre-9520-v2 ready after 170.63732743263245s
Pipeline stage MKMLDeployer completed in 171.23s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.550123929977417s
Received healthy response to inference request in 1.6500930786132812s
Received healthy response to inference request in 1.4988176822662354s
Received healthy response to inference request in 1.3883557319641113s
Received healthy response to inference request in 1.4456298351287842s
5 requests
0 failed requests
5th percentile: 1.399810552597046
10th percentile: 1.4112653732299805
20th percentile: 1.4341750144958496
30th percentile: 1.4562674045562745
40th percentile: 1.4775425434112548
50th percentile: 1.4988176822662354
60th percentile: 1.5593278408050537
70th percentile: 1.619837999343872
80th percentile: 1.8300992488861085
90th percentile: 2.190111589431763
95th percentile: 2.3701177597045895
99th percentile: 2.5141226959228513
mean time: 1.7066040515899659
Pipeline stage StressChecker completed in 10.21s
Shutdown handler de-registered
chaiml-nemo-20241016-bre_9520_v2 status is now deployed due to DeploymentManager action
chaiml-nemo-20241016-bre_9520_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241016-bre_9520_v2 status is now torndown due to DeploymentManager action