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-2fe5-c13f-linear-w01-v16-mkmlizer
Waiting for job on chaiml-2fe5-c13f-linear-w01-v16-mkmlizer to finish
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ Version: 0.30.2 ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ https://mk1.ai ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ belonging to: ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ Chai Research Corp. ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: [2m2025-11-12T19:21:27.141287Z[0m [33m WARN[0m [33mReqwest(reqwest::Error { kind: Request, url: "https://transfer.xethub.hf.co/xorbs/default/dabe90022fb04d8d12db6?X-Xet-Signed-Range=bytes%3D0-67097510&X-Xet-Session-Id=01K9WR4PHGQMKQQRN9C022KGAV&Expires=1762978779&Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly90cmFuc2Zlci54ZXRodWIuaGYuY28veG9yYnMvZGVmYXVsdC8zOGM4MzAwNjQ1YjM3OWRlNjM3MmUzZmM3ZjA3ZGRiNDZhY2VlN2ZkNzEzZGFiZTkwMDIyZmIwNGQ4ZDEyZGI2P1gtWGV0LVNpZ25lZC1SYW5nZT1ieXRlcyUzRDAtNjcwOTc1MTAmWC1YZXQtU2Vzc2lvbi1JZD0wMUs5V1I0UEhHUU1LUVFSTjlDMDIyS0dBViIsIkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc2Mjk3ODc3OX19fV19&Signature=oHnG5OaSzRsoAsMy3zfYZNaXyiGQ3F7saThl~jmcyjd-RytzjtfA1b8BpKDiEtGf8dkxzubkhL7kfv0sVCcn6Ud5AOHzvEUPMN8tyEjWHSztnypUTP61iTSYJc2~-fsY8RHEF-WvtLKC5qEG4Yx9Y9uvjw9c~hFqDfDG6qub3zl-pr30NIa9f2XCnQqm7Zpqpz72izlTE69l-JLCS-ubBH3W3hUFtbG38lWV8ASCGM2fmcU87QeBmGUNHH2YUQyFhRI~I7Ok3LZ3QqyoKmeLDCnlZrKCU0aNPs5naMuT0oaz8jqfoNbam7eh7tmTS4iQz-z~BQV6FP8l~j-v-YylAQ__&Key-Pair-Id=K2L8F4GPSG1IFC", source: hyper_util::client::legacy::Error(SendRequest, hyper::Error(Io, Os { code: 110, kind: TimedOut, message: "Connection timed out" })) }). Retrying...[0m
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: [2;3mat[0m /home/runner/work/xet-core/xet-core/cas_client/src/http_client.rs:213
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: [2m2025-11-12T19:21:27.141317Z[0m [31mERROR[0m [31merror downloading range, error: ReqwestMiddlewareError(Reqwest(reqwest::Error { kind: Request, url: "https://transfer.xethub.hf.co/xorbs/default/dabe90022fb04d8d12db6?X-Xet-Signed-Range=bytes%3D0-67097510&X-Xet-Session-Id=01K9WR4PHGQMKQQRN9C022KGAV&Expires=1762978779&Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly90cmFuc2Zlci54ZXRodWIuaGYuY28veG9yYnMvZGVmYXVsdC8zOGM4MzAwNjQ1YjM3OWRlNjM3MmUzZmM3ZjA3ZGRiNDZhY2VlN2ZkNzEzZGFiZTkwMDIyZmIwNGQ4ZDEyZGI2P1gtWGV0LVNpZ25lZC1SYW5nZT1ieXRlcyUzRDAtNjcwOTc1MTAmWC1YZXQtU2Vzc2lvbi1JZD0wMUs5V1I0UEhHUU1LUVFSTjlDMDIyS0dBViIsIkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc2Mjk3ODc3OX19fV19&Signature=oHnG5OaSzRsoAsMy3zfYZNaXyiGQ3F7saThl~jmcyjd-RytzjtfA1b8BpKDiEtGf8dkxzubkhL7kfv0sVCcn6Ud5AOHzvEUPMN8tyEjWHSztnypUTP61iTSYJc2~-fsY8RHEF-WvtLKC5qEG4Yx9Y9uvjw9c~hFqDfDG6qub3zl-pr30NIa9f2XCnQqm7Zpqpz72izlTE69l-JLCS-ubBH3W3hUFtbG38lWV8ASCGM2fmcU87QeBmGUNHH2YUQyFhRI~I7Ok3LZ3QqyoKmeLDCnlZrKCU0aNPs5naMuT0oaz8jqfoNbam7eh7tmTS4iQz-z~BQV6FP8l~j-v-YylAQ__&Key-Pair-Id=K2L8F4GPSG1IFC", source: hyper_util::client::legacy::Error(SendRequest, hyper::Error(Io, Os { code: 110, kind: TimedOut, message: "Connection timed out" })) })), [1;31mcaller[0m[31m: "/home/runner/work/xet-core/xet-core/cas_client/src/download_utils.rs:528"[0m
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: [2;3mat[0m /home/runner/work/xet-core/xet-core/error_printer/src/lib.rs:28
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: Traceback (most recent call last):
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/code/uploading/mkmlize.py", line 225, in <module>
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: cli()
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: return self.main(*args, **kwargs)
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1078, in main
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: rv = self.invoke(ctx)
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: return _process_result(sub_ctx.command.invoke(sub_ctx))
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: return ctx.invoke(self.callback, **ctx.params)
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 783, in invoke
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: return __callback(*args, **kwargs)
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/code/uploading/mkmlize.py", line 41, in quantize
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: temp_folder = download_to_shared_memory(repo_id, revision, hf_auth_token)
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/code/uploading/mkmlize.py", line 91, in download_to_shared_memory
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: snapshot_download(
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: return fn(*args, **kwargs)
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 330, in snapshot_download
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: _inner_hf_hub_download(file)
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 306, in _inner_hf_hub_download
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: return hf_hub_download(
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: return fn(*args, **kwargs)
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 990, in hf_hub_download
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: return _hf_hub_download_to_local_dir(
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1300, in _hf_hub_download_to_local_dir
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: _download_to_tmp_and_move(
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1723, in _download_to_tmp_and_move
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: xet_get(
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 629, in xet_get
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: download_files(
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: RuntimeError: Data processing error: CAS service error : Error : single flight error: Real call failed: ReqwestMiddlewareError(Reqwest(reqwest::Error { kind: Request, url: "https://transfer.xethub.hf.co/xorbs/default/dabe90022fb04d8d12db6?X-Xet-Signed-Range=bytes%3D0-67097510&X-Xet-Session-Id=01K9WR4PHGQMKQQRN9C022KGAV&Expires=1762978779&Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly90cmFuc2Zlci54ZXRodWIuaGYuY28veG9yYnMvZGVmYXVsdC8zOGM4MzAwNjQ1YjM3OWRlNjM3MmUzZmM3ZjA3ZGRiNDZhY2VlN2ZkNzEzZGFiZTkwMDIyZmIwNGQ4ZDEyZGI2P1gtWGV0LVNpZ25lZC1SYW5nZT1ieXRlcyUzRDAtNjcwOTc1MTAmWC1YZXQtU2Vzc2lvbi1JZD0wMUs5V1I0UEhHUU1LUVFSTjlDMDIyS0dBViIsIkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc2Mjk3ODc3OX19fV19&Signature=oHnG5OaSzRsoAsMy3zfYZNaXyiGQ3F7saThl~jmcyjd-RytzjtfA1b8BpKDiEtGf8dkxzubkhL7kfv0sVCcn6Ud5AOHzvEUPMN8tyEjWHSztnypUTP61iTSYJc2~-fsY8RHEF-WvtLKC5qEG4Yx9Y9uvjw9c~hFqDfDG6qub3zl-pr30NIa9f2XCnQqm7Zpqpz72izlTE69l-JLCS-ubBH3W3hUFtbG38lWV8ASCGM2fmcU87QeBmGUNHH2YUQyFhRI~I7Ok3LZ3QqyoKmeLDCnlZrKCU0aNPs5naMuT0oaz8jqfoNbam7eh7tmTS4iQz-z~BQV6FP8l~j-v-YylAQ__&Key-Pair-Id=K2L8F4GPSG1IFC", source: hyper_util::client::legacy::Error(SendRequest, hyper::Error(Io, Os { code: 110, kind: TimedOut, message: "Connection timed out" })) }))
Job chaiml-2fe5-c13f-linear-w01-v16-mkmlizer completed after 166.3s with status: failed
Stopping job with name chaiml-2fe5-c13f-linear-w01-v16-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-2fe5-c13f-linear-w01-v16-mkmlizer
Waiting for job on chaiml-2fe5-c13f-linear-w01-v16-mkmlizer to finish
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ ║
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chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ █████ █████ █████ ░░████ █████ ║
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chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ Version: 0.30.2 ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ https://mk1.ai ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ belonging to: ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ Chai Research Corp. ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ║ ║
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Retrying (%r) after connection broken by '%r': %s
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: quantized model in 143.700s
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: Processed model ChaiML/2fe5-c13f-linear-w01 in 174.210s
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v16/nvidia
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v16/nvidia/config.json
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v16/nvidia/special_tokens_map.json
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v16/nvidia/tokenizer_config.json
chaiml-2fe5-c13f-linear-w01-v16-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2fe5-c13f-linear-w01-v16/nvidia/tokenizer.json
Job chaiml-2fe5-c13f-linear-w01-v16-mkmlizer completed after 237.49s with status: succeeded
Stopping job with name chaiml-2fe5-c13f-linear-w01-v16-mkmlizer
Pipeline stage MKMLizer completed in 404.93s
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-2fe5-c13f-linear-w01-v16
Waiting for inference service chaiml-2fe5-c13f-linear-w01-v16 to be ready
Inference service chaiml-2fe5-c13f-linear-w01-v16 ready after 150.7763636112213s
Pipeline stage MKMLDeployer completed in 151.39s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4764888286590576s
Received healthy response to inference request in 1.6261045932769775s
Received healthy response to inference request in 1.1027145385742188s
Received healthy response to inference request in 1.3058185577392578s
Received healthy response to inference request in 1.1483995914459229s
5 requests
0 failed requests
5th percentile: 1.1118515491485597
10th percentile: 1.1209885597229003
20th percentile: 1.139262580871582
30th percentile: 1.1798833847045898
40th percentile: 1.2428509712219238
50th percentile: 1.3058185577392578
60th percentile: 1.3740866661071778
70th percentile: 1.4423547744750975
80th percentile: 1.5064119815826416
90th percentile: 1.5662582874298097
95th percentile: 1.5961814403533936
99th percentile: 1.6201199626922607
mean time: 1.331905221939087
Pipeline stage StressChecker completed in 8.60s
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 0.74s
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 0.74s
Shutdown handler de-registered
chaiml-2fe5-c13f-linear-w01_v16 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-2fe5-c13f-linear-w01-v16-profiler
Waiting for inference service chaiml-2fe5-c13f-linear-w01-v16-profiler to be ready
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 1946.44s
Shutdown handler de-registered
chaiml-2fe5-c13f-linear-w01_v16 status is now inactive due to auto deactivation removed underperforming models
chaiml-2fe5-c13f-linear-w01_v16 status is now torndown due to DeploymentManager action