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-exp-grpo-cp312-36146-v24-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v24-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ Version: 0.30.2 ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ https://mk1.ai ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ belonging to: ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ Chai Research Corp. ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
HTTP Request: %s %s "%s %d %s"
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: Traceback (most recent call last):
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 536, in _make_request
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: response = conn.getresponse()
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/connection.py", line 461, in getresponse
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: httplib_response = super().getresponse()
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/http/client.py", line 1375, in getresponse
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: response.begin()
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/http/client.py", line 318, in begin
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: version, status, reason = self._read_status()
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/http/client.py", line 279, in _read_status
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/socket.py", line 705, in readinto
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: return self._sock.recv_into(b)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/ssl.py", line 1307, in recv_into
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: return self.read(nbytes, buffer)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/ssl.py", line 1163, in read
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: return self._sslobj.read(len, buffer)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: TimeoutError: The read operation timed out
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: The above exception was the direct cause of the following exception:
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: Traceback (most recent call last):
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/requests/adapters.py", line 667, in send
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: resp = conn.urlopen(
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 844, in urlopen
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: retries = retries.increment(
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/util/retry.py", line 470, in increment
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: raise reraise(type(error), error, _stacktrace)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/util/util.py", line 39, in reraise
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: raise value
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 790, in urlopen
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: response = self._make_request(
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 538, in _make_request
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: self._raise_timeout(err=e, url=url, timeout_value=read_timeout)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 370, in _raise_timeout
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: raise ReadTimeoutError(
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: urllib3.exceptions.ReadTimeoutError: HTTPSConnectionPool(host='huggingface.co', port=443): Read timed out. (read timeout=10)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: During handling of the above exception, another exception occurred:
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: Traceback (most recent call last):
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1546, in _get_metadata_or_catch_error
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: metadata = get_hf_file_metadata(
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: return fn(*args, **kwargs)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1463, in get_hf_file_metadata
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: r = _request_wrapper(
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 286, in _request_wrapper
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: response = _request_wrapper(
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 309, in _request_wrapper
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: response = http_backoff(method=method, url=url, **params, retry_on_exceptions=(), retry_on_status_codes=(429,))
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_http.py", line 310, in http_backoff
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: response = session.request(method=method, url=url, **kwargs)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/requests/sessions.py", line 589, in request
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: resp = self.send(prep, **send_kwargs)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/requests/sessions.py", line 703, in send
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: r = adapter.send(request, **kwargs)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_http.py", line 96, in send
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: return super().send(request, *args, **kwargs)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/requests/adapters.py", line 713, in send
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: raise ReadTimeout(e, request=request)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: requests.exceptions.ReadTimeout: (ReadTimeoutError("HTTPSConnectionPool(host='huggingface.co', port=443): Read timed out. (read timeout=10)"), '(Request ID: 147d3102-4c5c-47f4-a2a3-42a824fc5f2c)')
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: The above exception was the direct cause of the following exception:
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: Traceback (most recent call last):
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/code/uploading/mkmlize.py", line 225, in <module>
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: cli()
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: return self.main(*args, **kwargs)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1078, in main
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: rv = self.invoke(ctx)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: return _process_result(sub_ctx.command.invoke(sub_ctx))
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: return ctx.invoke(self.callback, **ctx.params)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 783, in invoke
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: return __callback(*args, **kwargs)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/code/uploading/mkmlize.py", line 41, in quantize
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: temp_folder = download_to_shared_memory(repo_id, revision, hf_auth_token)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/code/uploading/mkmlize.py", line 91, in download_to_shared_memory
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: snapshot_download(
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: return fn(*args, **kwargs)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 330, in snapshot_download
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: _inner_hf_hub_download(file)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 306, in _inner_hf_hub_download
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: return hf_hub_download(
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: return fn(*args, **kwargs)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 990, in hf_hub_download
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: return _hf_hub_download_to_local_dir(
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1253, in _hf_hub_download_to_local_dir
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: _raise_on_head_call_error(head_call_error, force_download, local_files_only)
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1661, in _raise_on_head_call_error
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: raise LocalEntryNotFoundError(
chaiml-exp-grpo-cp312-36146-v24-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.
HTTP Request: %s %s "%s %d %s"
Job chaiml-exp-grpo-cp312-36146-v24-mkmlizer completed after 193.86s with status: failed
Stopping job with name chaiml-exp-grpo-cp312-36146-v24-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-exp-grpo-cp312-36146-v24-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v24-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ ██████ ██████ █████ ████ ████ ║
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chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ █████ █████ █████ ░░████ █████ ║
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chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ Version: 0.30.2 ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ Features: FLYWHEEL, CUDA ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ Copyright 2023-2025 MK ONE TECHNOLOGIES Inc. ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ https://mk1.ai ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ belonging to: ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ Chai Research Corp. ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ Expiration: 2028-03-31 23:59:59 ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ║ ║
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: Downloaded to shared memory in 112.531s
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptp9hj64w, device:0
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: Saving flywheel model at /dev/shm/model_cache
HTTP Request: %s %s "%s %d %s"
HTTP Request: %s %s "%s %d %s"
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: quantized model in 325.122s
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 437.653s
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v24/nvidia
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v24/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v24/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v24/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v24/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v24/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v24-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v24/nvidia/flywheel_model.0.safetensors
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Job chaiml-exp-grpo-cp312-36146-v24-mkmlizer completed after 481.55s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v24-mkmlizer
Pipeline stage MKMLizer completed in 676.59s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v24
Waiting for inference service chaiml-exp-grpo-cp312-36146-v24 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v24 ready after 70.12004661560059s
Pipeline stage MKMLDeployer completed in 70.89s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.268791675567627s
Received healthy response to inference request in 1.5949268341064453s
Received healthy response to inference request in 1.6123976707458496s
Received healthy response to inference request in 1.6997888088226318s
Received healthy response to inference request in 1.5560812950134277s
5 requests
0 failed requests
5th percentile: 1.5638504028320312
10th percentile: 1.5716195106506348
20th percentile: 1.5871577262878418
30th percentile: 1.598421001434326
40th percentile: 1.6054093360900878
50th percentile: 1.6123976707458496
60th percentile: 1.6473541259765625
70th percentile: 1.6823105812072754
80th percentile: 1.813589382171631
90th percentile: 2.041190528869629
95th percentile: 2.1549911022186277
99th percentile: 2.246031560897827
mean time: 1.7463972568511963
Pipeline stage StressChecker completed in 10.53s
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 0.95s
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 0.97s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v24 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
Retrying (%r) after connection broken by '%r': %s
Retrying (%r) after connection broken by '%r': %s
%s, retrying in %s seconds...
%s, retrying in %s seconds...
%s, retrying in %s seconds...
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 2417.97s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v24 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v24 status is now torndown due to DeploymentManager action