Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage VLLMUploader
Starting job with name chaiml-reward-stay-in-c-16521-v3-uploader
Waiting for job on chaiml-reward-stay-in-c-16521-v3-uploader to finish
chaiml-reward-stay-in-c-16521-v3-uploader: Using quantization_mode: none
chaiml-reward-stay-in-c-16521-v3-uploader: Downloading snapshot of ChaiML/reward_stay_in_character_1024_cp139...
2026-03-23T22:02:56.256756+00:00 monitor updated for chaiml-reward-stay-in-c_16521_v2
chaiml-reward-stay-in-c-16521-v3-uploader: Downloaded in 10.336s
chaiml-reward-stay-in-c-16521-v3-uploader: Processed model ChaiML/reward_stay_in_character_1024_cp139 in 16.194s
chaiml-reward-stay-in-c-16521-v3-uploader: creating bucket guanaco-vllm-models
chaiml-reward-stay-in-c-16521-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-reward-stay-in-c-16521-v3-uploader: RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-reward-stay-in-c-16521-v3-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-reward-stay-in-c-16521-v3-uploader: RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-reward-stay-in-c-16521-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-reward-stay-in-c-16521-v3-uploader: invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-reward-stay-in-c-16521-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-reward-stay-in-c-16521-v3-uploader: invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-reward-stay-in-c-16521-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-reward-stay-in-c-16521-v3-uploader: if re.search("-\.", bucket, re.UNICODE):
chaiml-reward-stay-in-c-16521-v3-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-reward-stay-in-c-16521-v3-uploader: if re.search("\.\.", bucket, re.UNICODE):
chaiml-reward-stay-in-c-16521-v3-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-reward-stay-in-c-16521-v3-uploader: _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-reward-stay-in-c-16521-v3-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-reward-stay-in-c-16521-v3-uploader: wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-reward-stay-in-c-16521-v3-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-reward-stay-in-c-16521-v3-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-reward-stay-in-c-16521-v3/default
chaiml-reward-stay-in-c-16521-v3-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-reward-stay-in-c-16521-v3/default/tokenizer_config.json
chaiml-reward-stay-in-c-16521-v3-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-reward-stay-in-c-16521-v3/default/config.json
chaiml-reward-stay-in-c-16521-v3-uploader: cp /dev/shm/model_output/README.md s3://guanaco-vllm-models/chaiml-reward-stay-in-c-16521-v3/default/README.md
chaiml-reward-stay-in-c-16521-v3-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-reward-stay-in-c-16521-v3/default/.gitattributes
chaiml-reward-stay-in-c-16521-v3-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-reward-stay-in-c-16521-v3/default/tokenizer.json
chaiml-reward-stay-in-c-16521-v3-uploader: cp /dev/shm/model_output/model.safetensors s3://guanaco-vllm-models/chaiml-reward-stay-in-c-16521-v3/default/model.safetensors
Job chaiml-reward-stay-in-c-16521-v3-uploader completed after 53.97s with status: succeeded
Stopping job with name chaiml-reward-stay-in-c-16521-v3-uploader
Pipeline stage VLLMUploader completed in 54.79s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.43s
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Running pipeline stage VLLMDeployer
Creating inference service chaiml-reward-stay-in-c-16521-v3
Waiting for inference service chaiml-reward-stay-in-c-16521-v3 to be ready
2026-03-23T22:03:34.876334+00:00 monitor updated for chaiml-reward-stay-in-c_16521_v3
2026-03-23T22:03:56.399677+00:00 monitor updated for chaiml-reward-stay-in-c_16521_v2
2026-03-23T22:04:35.033958+00:00 monitor updated for chaiml-reward-stay-in-c_16521_v3
2026-03-23T22:04:56.544769+00:00 monitor updated for chaiml-reward-stay-in-c_16521_v2
2026-03-23T22:05:35.186791+00:00 monitor updated for chaiml-reward-stay-in-c_16521_v3
2026-03-23T22:05:56.690997+00:00 monitor updated for chaiml-reward-stay-in-c_16521_v2
Inference service chaiml-reward-stay-in-c-16521-v3 ready after 150.8138027191162s
Pipeline stage VLLMDeployer completed in 151.60s
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Running pipeline stage StressChecker
Received healthy response to inference request in 5.023103952407837s
Received healthy response to inference request in 4.659166574478149s
Received healthy response to inference request in 4.148752927780151s
Received healthy response to inference request in 6.514627933502197s
Received healthy response to inference request in 5.334198951721191s
5 requests
0 failed requests
5th percentile: 4.250835657119751
10th percentile: 4.352918386459351
20th percentile: 4.55708384513855
30th percentile: 4.731954050064087
40th percentile: 4.877529001235962
50th percentile: 5.023103952407837
60th percentile: 5.147541952133179
70th percentile: 5.271979951858521
80th percentile: 5.570284748077393
90th percentile: 6.042456340789795
95th percentile: 6.278542137145996
99th percentile: 6.467410774230957
mean time: 5.1359700679779055
Pipeline stage StressChecker completed in 28.66s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 1.03s
Shutdown handler de-registered
chaiml-reward-stay-in-c_16521_v3 status is now deployed due to DeploymentManager action
chaiml-reward-stay-in-c_16521_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-reward-stay-in-c_16521_v3 status is now torndown due to DeploymentManager action