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-mn24b-v2preferwi-20708-v6-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-20708-v6-mkmlizer to finish
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Version: 0.30.2 ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ https://mk1.ai ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ belonging to: ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Chai Research Corp. ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: Traceback (most recent call last):
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 470, in http_get
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: hf_transfer.download(
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: Exception: Failed too many failures in parallel (3): PyErr { type: <class 'Exception'>, value: Exception('Error while downloading: reqwest::Error { kind: Status(503), url: Url { scheme: "https", cannot_be_a_base: false, username: "", password: None, host: Some(Domain("cdn-lfs-us-1.hf.co")), port: None, path: "/repos/e3/fd/de6a3de97708d20588ea6/f49db6ebb1b72ff37637f0af188f5e8376e21d84ca6829f90947807b48dbbb0c", query: Some("response-content-disposition=inline%3B+filename*%3DUTF-8%27%27model-00007-of-00010.safetensors%3B+filename%3D%22model-00007-of-00010.safetensors%22%3B&Expires=1757719890&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc1NzcxOTg5MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmhmLmNvL3JlcG9zL2UzL2ZkL2UzZmQwZDBlNzJmYzYyNDFjMGJkNDgxYTk1MTRiZjE2Mjg5MzIwODYxMDJkZTZhM2RlOTc3MDhkMjA1ODhlYTYvZjQ5ZGI2ZWJiMWI3MmZmMzc2MzdmMGFmMTg4ZjVlODM3NmUyMWQ4NGNhNjgyOWY5MDk0NzgwN2I0OGRiYmIwYz9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSoifV19&Signature=X4DTN7Jb8IdtjS%7ElPEN87iUjn3WwE7yx5lK61wDbwRcSkCBhrAlkyPaPM2DQoqJxSE2xeFzUfyZgq8TyKskPV00ubRie9MHj9BJXMmvIFHHv1RaOnN8UuOBnQznJq9dFreIgJBBY2VkTyOICmjtMNQ20HbK7oz9Goz4mnLIEtZ3iJCPtQQQJXYF58pQdN0r0s1VrIZ82ITvxCOqBuulIOoNGSg1o5IvrsQwL5EnAbY-3z8%7EVrVfqVnAvQTqOD1YQNU7%7ERq3jmD-8IQrXs%7EF6lEosTfwcIHUSmb6W%7EOlj1Ul0hJxwtFsvB3gxRmxS6sPR%7EcZitTsgcfDJBQKLNZcjwA__&Key-Pair-Id=K24J24Z295AEI9"), fragment: None } }'), traceback: None } (NoPermits)
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: The above exception was the direct cause of the following exception:
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: Traceback (most recent call last):
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/code/uploading/mkmlize.py", line 225, in <module>
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: cli()
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: return self.main(*args, **kwargs)
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1078, in main
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: rv = self.invoke(ctx)
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: return _process_result(sub_ctx.command.invoke(sub_ctx))
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: return ctx.invoke(self.callback, **ctx.params)
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 783, in invoke
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: return __callback(*args, **kwargs)
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/code/uploading/mkmlize.py", line 41, in quantize
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: temp_folder = download_to_shared_memory(repo_id, revision, hf_auth_token)
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/code/uploading/mkmlize.py", line 91, in download_to_shared_memory
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: snapshot_download(
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: return fn(*args, **kwargs)
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 330, in snapshot_download
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: _inner_hf_hub_download(file)
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 306, in _inner_hf_hub_download
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: return hf_hub_download(
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: return fn(*args, **kwargs)
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 990, in hf_hub_download
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: return _hf_hub_download_to_local_dir(
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1300, in _hf_hub_download_to_local_dir
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: _download_to_tmp_and_move(
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1738, in _download_to_tmp_and_move
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: http_get(
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 481, in http_get
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: raise RuntimeError(
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: RuntimeError: An error occurred while downloading using `hf_transfer`. Consider disabling HF_HUB_ENABLE_HF_TRANSFER for better error handling.
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chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Version: 0.30.2 ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ https://mk1.ai ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ belonging to: ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Chai Research Corp. ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Job chaiml-mn24b-v2preferwi-20708-v6-mkmlizer completed after 56.25s with status: failed
Stopping job with name chaiml-mn24b-v2preferwi-20708-v6-mkmlizer
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Starting job with name chaiml-mn24b-v2preferwi-20708-v6-mkmlizer
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chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Version: 0.30.2 ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ https://mk1.ai ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ belonging to: ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Chai Research Corp. ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
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chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Version: 0.30.2 ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ https://mk1.ai ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ belonging to: ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Chai Research Corp. ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
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chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Version: 0.30.2 ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ https://mk1.ai ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ belonging to: ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Chai Research Corp. ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ║ ║
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: Downloaded to shared memory in 62.982s
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptw_eugnk, device:0
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: quantized model in 289.556s
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune6 in 352.538s
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v6/nvidia
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v6/nvidia/config.json
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v6/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v6/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v6/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-20708-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20708-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-20708-v6-mkmlizer completed after 418.32s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-20708-v6-mkmlizer
Pipeline stage MKMLizer completed in 1665.74s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.63s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-20708-v6
Waiting for inference service chaiml-mn24b-v2preferwi-20708-v6 to be ready
Inference service chaiml-mn24b-v2preferwi-20708-v6 ready after 60.274723052978516s
Pipeline stage MKMLDeployer completed in 60.93s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.682553768157959s
Received healthy response to inference request in 2.226207971572876s
Received healthy response to inference request in 1.974290132522583s
Received healthy response to inference request in 1.669309139251709s
Received healthy response to inference request in 1.9404120445251465s
5 requests
0 failed requests
5th percentile: 1.7235297203063964
10th percentile: 1.777750301361084
20th percentile: 1.886191463470459
30th percentile: 1.9471876621246338
40th percentile: 1.9607388973236084
50th percentile: 1.974290132522583
60th percentile: 2.0750572681427
70th percentile: 2.1758244037628174
80th percentile: 2.3174771308898925
90th percentile: 2.500015449523926
95th percentile: 2.5912846088409425
99th percentile: 2.664299936294556
mean time: 2.0985546112060547
Pipeline stage StressChecker completed in 11.98s
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 0.68s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20708_v6 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
Received signal 15, running shutdown handler
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20708_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_20708_v6 status is now torndown due to DeploymentManager action