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Running pipeline stage VLLMUploader
Starting job with name chaiml-muster-v0-q235b-52842-v9-uploader
Waiting for job on chaiml-muster-v0-q235b-52842-v9-uploader to finish
chaiml-muster-v0-q235b-52842-v9-uploader: Using quantization_mode: w4a16
chaiml-muster-v0-q235b-52842-v9-uploader: Checking if ChaiML/muster-v0-q235b-lr1e4ep2r64g4-W4A16 already exists in ChaiML
chaiml-muster-v0-q235b-52842-v9-uploader: Model already exists. Downloading to /dev/shm/model_output...
chaiml-muster-v0-q235b-52842-v9-uploader: Downloading snapshot of ChaiML/muster-v0-q235b-lr1e4ep2r64g4-W4A16...
chaiml-muster-v0-q235b-52842-v9-uploader:
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chaiml-muster-v0-q235b-52842-v9-uploader: Downloaded in 38.215s
chaiml-muster-v0-q235b-52842-v9-uploader: Processed model ChaiML/muster-v0-q235b-lr1e4ep2r64g4 in 38.752s
chaiml-muster-v0-q235b-52842-v9-uploader: creating bucket guanaco-vllm-models
chaiml-muster-v0-q235b-52842-v9-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:56: SyntaxWarning: invalid escape sequence '\.'
chaiml-muster-v0-q235b-52842-v9-uploader: RE_S3_DATESTRING = re.compile('\.[0-9]*(?:[Z\\-\\+]*?)')
chaiml-muster-v0-q235b-52842-v9-uploader: /usr/lib/python3/dist-packages/S3/BaseUtils.py:57: SyntaxWarning: invalid escape sequence '\s'
chaiml-muster-v0-q235b-52842-v9-uploader: RE_XML_NAMESPACE = re.compile(b'^(<?[^>]+?>\s*|\s*)(<\w+) xmlns=[\'"](https?://[^\'"]+)[\'"]', re.MULTILINE)
chaiml-muster-v0-q235b-52842-v9-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:240: SyntaxWarning: invalid escape sequence '\.'
chaiml-muster-v0-q235b-52842-v9-uploader: invalid = re.search("([^a-z0-9\.-])", bucket, re.UNICODE)
chaiml-muster-v0-q235b-52842-v9-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:244: SyntaxWarning: invalid escape sequence '\.'
chaiml-muster-v0-q235b-52842-v9-uploader: invalid = re.search("([^A-Za-z0-9\._-])", bucket, re.UNICODE)
chaiml-muster-v0-q235b-52842-v9-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:255: SyntaxWarning: invalid escape sequence '\.'
chaiml-muster-v0-q235b-52842-v9-uploader: if re.search("-\.", bucket, re.UNICODE):
chaiml-muster-v0-q235b-52842-v9-uploader: /usr/lib/python3/dist-packages/S3/Utils.py:257: SyntaxWarning: invalid escape sequence '\.'
chaiml-muster-v0-q235b-52842-v9-uploader: if re.search("\.\.", bucket, re.UNICODE):
chaiml-muster-v0-q235b-52842-v9-uploader: /usr/lib/python3/dist-packages/S3/S3Uri.py:155: SyntaxWarning: invalid escape sequence '\w'
chaiml-muster-v0-q235b-52842-v9-uploader: _re = re.compile("^(\w+://)?(.*)", re.UNICODE)
chaiml-muster-v0-q235b-52842-v9-uploader: /usr/lib/python3/dist-packages/S3/FileLists.py:480: SyntaxWarning: invalid escape sequence '\*'
chaiml-muster-v0-q235b-52842-v9-uploader: wildcard_split_result = re.split("\*|\?", uri_str, maxsplit=1)
chaiml-muster-v0-q235b-52842-v9-uploader: Bucket 's3://guanaco-vllm-models/' created
chaiml-muster-v0-q235b-52842-v9-uploader: uploading /dev/shm/model_output to s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/added_tokens.json s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/added_tokens.json
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/generation_config.json s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/generation_config.json
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/tokenizer_config.json s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/tokenizer_config.json
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/chat_template.jinja s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/chat_template.jinja
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/.gitattributes s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/.gitattributes
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/special_tokens_map.json s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/special_tokens_map.json
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/config.json s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/config.json
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/quantization_config.json s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/quantization_config.json
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/merges.txt s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/merges.txt
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/vocab.json s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/vocab.json
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/tokenizer.json s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/tokenizer.json
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model.safetensors.index.json s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model.safetensors.index.json
HTTP Request: %s %s "%s %d %s"
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00027-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00027-of-00027.safetensors
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chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00013-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00013-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00024-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00024-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00008-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00008-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00025-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00025-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00014-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00014-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00007-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00007-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00023-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00023-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00026-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00026-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00009-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00009-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00006-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00006-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00021-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00021-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00010-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00010-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00005-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00005-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00018-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00018-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00022-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00022-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00017-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00017-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00012-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00012-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00016-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00016-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00001-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00001-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00019-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00019-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00002-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00002-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00011-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00011-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00004-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00004-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00003-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00003-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00015-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00015-of-00027.safetensors
chaiml-muster-v0-q235b-52842-v9-uploader: cp /dev/shm/model_output/model-00020-of-00027.safetensors s3://guanaco-vllm-models/chaiml-muster-v0-q235b-52842-v9/model-00020-of-00027.safetensors
Job chaiml-muster-v0-q235b-52842-v9-uploader completed after 607.33s with status: succeeded
Stopping job with name chaiml-muster-v0-q235b-52842-v9-uploader
Pipeline stage VLLMUploader completed in 608.51s
run pipeline stage %s
Running pipeline stage VLLMTemplater
Pipeline stage VLLMTemplater completed in 0.15s
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Running pipeline stage VLLMDeployer
Creating inference service chaiml-muster-v0-q235b-52842-v9
Waiting for inference service chaiml-muster-v0-q235b-52842-v9 to be ready
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Inference service chaiml-muster-v0-q235b-52842-v9 ready after 702.9055452346802s
Pipeline stage VLLMDeployer completed in 703.32s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.496291160583496s
Received healthy response to inference request in 1.9821312427520752s
Received healthy response to inference request in 2.3216772079467773s
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Received healthy response to inference request in 2.158266305923462s
Received healthy response to inference request in 2.2931222915649414s
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Received healthy response to inference request in 2.7258195877075195s
Received healthy response to inference request in 2.1432032585144043s
Received healthy response to inference request in 2.1642048358917236s
Received healthy response to inference request in 2.325071096420288s
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Received healthy response to inference request in 2.1329128742218018s
Received healthy response to inference request in 1.903186321258545s
Received healthy response to inference request in 2.033747434616089s
Received healthy response to inference request in 2.1040306091308594s
Received healthy response to inference request in 2.073380947113037s
Received healthy response to inference request in 2.011018991470337s
Received healthy response to inference request in 2.391829252243042s
Received healthy response to inference request in 2.1672303676605225s
Received healthy response to inference request in 1.959625244140625s
Received healthy response to inference request in 1.9965803623199463s
Received healthy response to inference request in 2.516021966934204s
Received healthy response to inference request in 2.0203254222869873s
Received healthy response to inference request in 2.685211181640625s
Received healthy response to inference request in 2.1352241039276123s
Received healthy response to inference request in 2.0372555255889893s
Received healthy response to inference request in 2.3472938537597656s
Received healthy response to inference request in 2.1856086254119873s
Received healthy response to inference request in 2.209664821624756s
Received healthy response to inference request in 2.408734083175659s
30 requests
0 failed requests
5th percentile: 1.9697529435157777
10th percentile: 1.995135450363159
20th percentile: 2.0310630321502687
30th percentile: 2.0625433206558226
40th percentile: 2.134299612045288
50th percentile: 2.161185145378113
60th percentile: 2.1745816707611083
70th percentile: 2.3016887664794923
80th percentile: 2.356200933456421
90th percentile: 2.4982642412185667
95th percentile: 2.6090760350227353
99th percentile: 2.7140431499481203
mean time: 2.2042401393254596
Pipeline stage StressChecker completed in 69.46s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.91s
Shutdown handler de-registered
chaiml-muster-v0-q235b-_52842_v9 status is now deployed due to DeploymentManager action
chaiml-muster-v0-q235b-_52842_v9 status is now inactive due to auto deactivation removed underperforming models