Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer
Waiting for job on chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer to finish
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ Version: 0.29.15 ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ belonging to: ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: Traceback (most recent call last):
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 536, in _make_request
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: response = conn.getresponse()
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/connection.py", line 461, in getresponse
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: httplib_response = super().getresponse()
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/http/client.py", line 1375, in getresponse
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: response.begin()
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/http/client.py", line 318, in begin
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: version, status, reason = self._read_status()
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/http/client.py", line 279, in _read_status
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/socket.py", line 705, in readinto
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: return self._sock.recv_into(b)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/ssl.py", line 1307, in recv_into
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: return self.read(nbytes, buffer)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/ssl.py", line 1163, in read
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: return self._sslobj.read(len, buffer)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: TimeoutError: The read operation timed out
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: The above exception was the direct cause of the following exception:
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: Traceback (most recent call last):
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/requests/adapters.py", line 667, in send
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: resp = conn.urlopen(
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 844, in urlopen
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: retries = retries.increment(
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/util/retry.py", line 470, in increment
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: raise reraise(type(error), error, _stacktrace)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/util/util.py", line 39, in reraise
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: raise value
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 790, in urlopen
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: response = self._make_request(
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 538, in _make_request
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: self._raise_timeout(err=e, url=url, timeout_value=read_timeout)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 370, in _raise_timeout
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: raise ReadTimeoutError(
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: urllib3.exceptions.ReadTimeoutError: HTTPSConnectionPool(host='huggingface.co', port=443): Read timed out. (read timeout=10)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: During handling of the above exception, another exception occurred:
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: Traceback (most recent call last):
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1484, in _get_metadata_or_catch_error
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: metadata = get_hf_file_metadata(
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: return fn(*args, **kwargs)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1401, in get_hf_file_metadata
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: r = _request_wrapper(
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 285, in _request_wrapper
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: response = _request_wrapper(
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 308, in _request_wrapper
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: response = get_session().request(method=method, url=url, **params)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/requests/sessions.py", line 589, in request
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: resp = self.send(prep, **send_kwargs)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/requests/sessions.py", line 703, in send
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: r = adapter.send(request, **kwargs)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_http.py", line 96, in send
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: return super().send(request, *args, **kwargs)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/requests/adapters.py", line 713, in send
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: raise ReadTimeout(e, request=request)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: requests.exceptions.ReadTimeout: (ReadTimeoutError("HTTPSConnectionPool(host='huggingface.co', port=443): Read timed out. (read timeout=10)"), '(Request ID: 165cc93f-d46b-4386-9349-7e2384eca24b)')
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: The above exception was the direct cause of the following exception:
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: Traceback (most recent call last):
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/code/uploading/mkmlize.py", line 225, in <module>
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: cli()
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: return self.main(*args, **kwargs)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1078, in main
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: rv = self.invoke(ctx)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: return _process_result(sub_ctx.command.invoke(sub_ctx))
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: return ctx.invoke(self.callback, **ctx.params)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 783, in invoke
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: return __callback(*args, **kwargs)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/code/uploading/mkmlize.py", line 41, in quantize
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: temp_folder = download_to_shared_memory(repo_id, revision, hf_auth_token)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/code/uploading/mkmlize.py", line 91, in download_to_shared_memory
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: snapshot_download(
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: return fn(*args, **kwargs)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 294, in snapshot_download
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: _inner_hf_hub_download(file)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 270, in _inner_hf_hub_download
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: return hf_hub_download(
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: return fn(*args, **kwargs)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 941, in hf_hub_download
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: return _hf_hub_download_to_local_dir(
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1194, in _hf_hub_download_to_local_dir
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: _raise_on_head_call_error(head_call_error, force_download, local_files_only)
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1599, in _raise_on_head_call_error
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: raise LocalEntryNotFoundError(
chaiml-gy-exp94-sft-gy-98350-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-gy-exp94-sft-gy-98350-v1-mkmlizer completed after 37.68s with status: failed
Stopping job with name chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer
Waiting for job on chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer to finish
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ Version: 0.29.15 ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ belonging to: ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ║ ║
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: Downloaded to shared memory in 75.219s
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: Checking if ChaiML/gy-exp94-sft-gy-datamix-v1-bo8-ep2 already exists in ChaiML
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp2ar2clr6, device:0
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: quantized model in 48.354s
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: Processed model ChaiML/gy-exp94-sft-gy-datamix-v1-bo8-ep2 in 123.574s
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gy-exp94-sft-gy-98350-v1/nvidia
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gy-exp94-sft-gy-98350-v1/nvidia/config.json
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gy-exp94-sft-gy-98350-v1/nvidia/special_tokens_map.json
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gy-exp94-sft-gy-98350-v1/nvidia/tokenizer_config.json
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gy-exp94-sft-gy-98350-v1/nvidia/tokenizer.json
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gy-exp94-sft-gy-98350-v1/nvidia/flywheel_model.1.safetensors
chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gy-exp94-sft-gy-98350-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer completed after 156.54s with status: succeeded
Stopping job with name chaiml-gy-exp94-sft-gy-98350-v1-mkmlizer
Pipeline stage MKMLizer completed in 195.48s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-gy-exp94-sft-gy-98350-v1
Waiting for inference service chaiml-gy-exp94-sft-gy-98350-v1 to be ready
Inference service chaiml-gy-exp94-sft-gy-98350-v1 ready after 211.03207182884216s
Pipeline stage MKMLDeployer completed in 211.64s
run pipeline stage %s
Running pipeline stage StressChecker
Connection pool is full, discarding connection: %s. Connection pool size: %s
Received healthy response to inference request in 2.416414737701416s
Received healthy response to inference request in 2.164344072341919s
Received healthy response to inference request in 3.3239009380340576s
Received healthy response to inference request in 2.4063546657562256s
Received healthy response to inference request in 2.1048765182495117s
5 requests
0 failed requests
5th percentile: 2.116770029067993
10th percentile: 2.1286635398864746
20th percentile: 2.1524505615234375
30th percentile: 2.21274619102478
40th percentile: 2.309550428390503
50th percentile: 2.4063546657562256
60th percentile: 2.4103786945343018
70th percentile: 2.414402723312378
80th percentile: 2.5979119777679447
90th percentile: 2.960906457901001
95th percentile: 3.142403697967529
99th percentile: 3.287601490020752
mean time: 2.483178186416626
Pipeline stage StressChecker completed in 14.57s
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 0.83s
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 0.78s
Shutdown handler de-registered
chaiml-gy-exp94-sft-gy-_98350_v1 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 0.17s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-gy-exp94-sft-gy-98350-v1-profiler
Waiting for inference service chaiml-gy-exp94-sft-gy-98350-v1-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 3151.96s
Shutdown handler de-registered
chaiml-gy-exp94-sft-gy-_98350_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-gy-exp94-sft-gy-_98350_v1 status is now torndown due to DeploymentManager action