developer_uid: chai_backend_admin
submission_id: chaiml-ssnew-v7-1c-dpo_v1
model_name: training123
model_group: ChaiML/ssnew-v7-1c-dpo
status: inactive
timestamp: 2025-11-22T00:16:29+00:00
num_battles: 6439
num_wins: 3419
celo_rating: 1307.83
family_friendly_score: 0.5571999999999999
family_friendly_standard_error: 0.007024644617345421
submission_type: basic
model_repo: ChaiML/ssnew-v7-1c-dpo
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.3805461524707365, 'latency_mean': 2.627694078683853, 'latency_p50': 2.6447006464004517, 'latency_p90': 2.8859188556671143}, {'batch_size': 2, 'throughput': 0.5731375304742836, 'latency_mean': 3.4797542679309843, 'latency_p50': 3.4958144426345825, 'latency_p90': 3.7750789403915403}, {'batch_size': 3, 'throughput': 0.7082878235663418, 'latency_mean': 4.227135488986969, 'latency_p50': 4.224552273750305, 'latency_p90': 4.874038195610046}, {'batch_size': 4, 'throughput': 0.7992517845749638, 'latency_mean': 4.97978325843811, 'latency_p50': 4.983533263206482, 'latency_p90': 5.3755106925964355}, {'batch_size': 5, 'throughput': 0.8699488375452229, 'latency_mean': 5.730365397930146, 'latency_p50': 5.693450093269348, 'latency_p90': 6.437059712409973}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: True
language_model: ChaiML/ssnew-v7-1c-dpo
model_size: 24B
ranking_group: single
throughput_3p7s: 0.62
us_pacific_date: 2025-11-21
win_ratio: 0.5309830719055754
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['You:', '\n', '</s>', 'User:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '####\n{bot_name}:', 'truncate_by_message': True}
Resubmit model
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-ssnew-v7-1c-dpo-v1-mkmlizer
Waiting for job on chaiml-ssnew-v7-1c-dpo-v1-mkmlizer to finish
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: Traceback (most recent call last):
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_http.py", line 409, in hf_raise_for_status
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     response.raise_for_status()
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/requests/models.py", line 1026, in raise_for_status
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     raise HTTPError(http_error_msg, response=self)
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: requests.exceptions.HTTPError: 504 Server Error: Gateway Timeout for url: https://huggingface.co/ChaiML/ssnew-v7-1c-dpo/resolve/ff0e475e986b8fcb3d80d9f38ef79d6804024f34/model-00005-of-00010.safetensors
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: The above exception was the direct cause of the following exception:
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: Traceback (most recent call last):
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1546, in _get_metadata_or_catch_error
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     metadata = get_hf_file_metadata(
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     return fn(*args, **kwargs)
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1463, in get_hf_file_metadata
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     r = _request_wrapper(
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 286, in _request_wrapper
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     response = _request_wrapper(
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 310, in _request_wrapper
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     hf_raise_for_status(response)
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_http.py", line 482, in hf_raise_for_status
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     raise _format(HfHubHTTPError, str(e), response) from e
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: huggingface_hub.errors.HfHubHTTPError: 504 Server Error: Gateway Timeout for url: https://huggingface.co/ChaiML/ssnew-v7-1c-dpo/resolve/ff0e475e986b8fcb3d80d9f38ef79d6804024f34/model-00005-of-00010.safetensors (Request ID: Root=1-6920e8be-2649ab82709302896133e50d;91abc97c-fcc6-42ab-a213-928627e5ef27)
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: The request is taking longer than expected, please try again later.
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: The above exception was the direct cause of the following exception:
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: Traceback (most recent call last):
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/code/uploading/mkmlize.py", line 225, in <module>
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     cli()
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     return self.main(*args, **kwargs)
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1078, in main
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     rv = self.invoke(ctx)
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     return _process_result(sub_ctx.command.invoke(sub_ctx))
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     return ctx.invoke(self.callback, **ctx.params)
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 783, in invoke
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     return __callback(*args, **kwargs)
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/code/uploading/mkmlize.py", line 41, in quantize
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     temp_folder = download_to_shared_memory(repo_id, revision, hf_auth_token)
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/code/uploading/mkmlize.py", line 91, in download_to_shared_memory
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     snapshot_download(
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     return fn(*args, **kwargs)
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 330, in snapshot_download
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     _inner_hf_hub_download(file)
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 306, in _inner_hf_hub_download
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     return hf_hub_download(
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     return fn(*args, **kwargs)
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 990, in hf_hub_download
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     return _hf_hub_download_to_local_dir(
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1253, in _hf_hub_download_to_local_dir
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     _raise_on_head_call_error(head_call_error, force_download, local_files_only)
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1661, in _raise_on_head_call_error
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer:     raise LocalEntryNotFoundError(
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: huggingface_hub.errors.LocalEntryNotFoundError: An error happened while trying to locate the file on the Hub and we cannot find the requested files in the local cache. Please check your connection and try again or make sure your Internet connection is on.
Job chaiml-ssnew-v7-1c-dpo-v1-mkmlizer completed after 55.61s with status: failed
Stopping job with name chaiml-ssnew-v7-1c-dpo-v1-mkmlizer
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Starting job with name chaiml-ssnew-v7-1c-dpo-v1-mkmlizer
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chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: Downloaded to shared memory in 53.950s
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: Checking if ChaiML/ssnew-v7-1c-dpo already exists in ChaiML
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpt94smj3h, device:0
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Stopping job with name chaiml-ssnew-v7-1c-dpo-v1-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-ssnew-v7-1c-dpo-v1-mkmlizer
Waiting for job on chaiml-ssnew-v7-1c-dpo-v1-mkmlizer to finish
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: quantized model in 42.069s
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: Processed model ChaiML/ssnew-v7-1c-dpo in 96.019s
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v7-1c-dpo-v1/nvidia
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1c-dpo-v1/nvidia/config.json
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1c-dpo-v1/nvidia/special_tokens_map.json
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1c-dpo-v1/nvidia/tokenizer_config.json
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chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: Downloaded to shared memory in 44.986s
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: Checking if ChaiML/ssnew-v7-1c-dpo already exists in ChaiML
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpznx4oznx, device:0
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: quantized model in 42.844s
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: Processed model ChaiML/ssnew-v7-1c-dpo in 87.830s
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v7-1c-dpo-v1/nvidia
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1c-dpo-v1/nvidia/config.json
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1c-dpo-v1/nvidia/special_tokens_map.json
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1c-dpo-v1/nvidia/tokenizer_config.json
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1c-dpo-v1/nvidia/tokenizer.json
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-1c-dpo-v1/nvidia/flywheel_model.0.safetensors
chaiml-ssnew-v7-1c-dpo-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-1c-dpo-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-ssnew-v7-1c-dpo-v1-mkmlizer completed after 156.63s with status: succeeded
Stopping job with name chaiml-ssnew-v7-1c-dpo-v1-mkmlizer
Pipeline stage MKMLizer completed in 327.37s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ssnew-v7-1c-dpo-v1
Waiting for inference service chaiml-ssnew-v7-1c-dpo-v1 to be ready
Inference service chaiml-ssnew-v7-1c-dpo-v1 ready after 140.74151611328125s
Pipeline stage MKMLDeployer completed in 141.37s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.38373064994812s
Received healthy response to inference request in 2.330289840698242s
Received healthy response to inference request in 2.2393784523010254s
Received healthy response to inference request in 2.264694929122925s
Received healthy response to inference request in 2.3749167919158936s
5 requests
0 failed requests
5th percentile: 2.2444417476654053
10th percentile: 2.249505043029785
20th percentile: 2.259631633758545
30th percentile: 2.2778139114379883
40th percentile: 2.3040518760681152
50th percentile: 2.330289840698242
60th percentile: 2.3481406211853026
70th percentile: 2.365991401672363
80th percentile: 2.376679563522339
90th percentile: 2.3802051067352297
95th percentile: 2.381967878341675
99th percentile: 2.383378095626831
mean time: 2.318602132797241
Pipeline stage StressChecker completed in 13.17s
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 0.73s
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 0.86s
Shutdown handler de-registered
chaiml-ssnew-v7-1c-dpo_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3013.19s
Shutdown handler de-registered
chaiml-ssnew-v7-1c-dpo_v1 status is now inactive due to auto deactivation removed underperforming models