chaiml-nemotron-qwen14b_64851

developer_uid: NischayDnk
submission_id: chaiml-nemotron-qwen14b_64851_v1
model_name: chaiml-nemotron-qwen14b_64851_v1
model_group: ChaiML/nemotron-qwen14B-
status: torndown
timestamp: 2025-05-25T05:52:47+00:00
num_battles: 10157
num_wins: 4950
celo_rating: 1276.54
family_friendly_score: 0.5452
family_friendly_standard_error: 0.007042115591212629
submission_type: basic
model_repo: ChaiML/nemotron-qwen14B-sfts1-exp1-top20k-nissft-2e
model_architecture: Qwen2ForCausalLM
model_num_parameters: 14769689600.0
best_of: 5
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
display_name: chaiml-nemotron-qwen14b_64851_v1
is_internal_developer: False
language_model: ChaiML/nemotron-qwen14B-sfts1-exp1-top20k-nissft-2e
model_size: 15B
ranking_group: single
us_pacific_date: 2025-05-24
win_ratio: 0.4873486265629615
generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 768, 'best_of': 5, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': False}
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-nemotron-qwen14b-64851-v1-mkmlizer
Waiting for job on chaiml-nemotron-qwen14b-64851-v1-mkmlizer to finish
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║                                                                     ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║                                                                     ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║                                                                     ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║                                                                     ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: Traceback (most recent call last):
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connection.py", line 203, in _new_conn
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     sock = connection.create_connection(
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/util/connection.py", line 60, in create_connection
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM):
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/socket.py", line 955, in getaddrinfo
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     for res in _socket.getaddrinfo(host, port, family, type, proto, flags):
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: socket.gaierror: [Errno -3] Temporary failure in name resolution
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: The above exception was the direct cause of the following exception:
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: Traceback (most recent call last):
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 790, in urlopen
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     response = self._make_request(
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 491, in _make_request
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     raise new_e
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 467, in _make_request
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     self._validate_conn(conn)
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 1096, in _validate_conn
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     conn.connect()
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connection.py", line 611, in connect
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     self.sock = sock = self._new_conn()
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connection.py", line 210, in _new_conn
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     raise NameResolutionError(self.host, self, e) from e
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: urllib3.exceptions.NameResolutionError: <urllib3.connection.HTTPSConnection object at 0x7d7fc60bc9d0>: Failed to resolve 'huggingface.co' ([Errno -3] Temporary failure in name resolution)
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: The above exception was the direct cause of the following exception:
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: Traceback (most recent call last):
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/requests/adapters.py", line 667, in send
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     resp = conn.urlopen(
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 844, in urlopen
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     retries = retries.increment(
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/util/retry.py", line 515, in increment
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /api/models/ChaiML/nemotron-qwen14B-sfts1-exp1-top20k-nissft-2e/paths-info/main (Caused by NameResolutionError("<urllib3.connection.HTTPSConnection object at 0x7d7fc60bc9d0>: Failed to resolve 'huggingface.co' ([Errno -3] Temporary failure in name resolution)"))
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: During handling of the above exception, another exception occurred:
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: Traceback (most recent call last):
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/code/uploading/mkmlize.py", line 193, in <module>
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     cli()
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     return self.main(*args, **kwargs)
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1078, in main
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     rv = self.invoke(ctx)
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     return _process_result(sub_ctx.command.invoke(sub_ctx))
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     return ctx.invoke(self.callback, **ctx.params)
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 783, in invoke
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     return __callback(*args, **kwargs)
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/code/uploading/mkmlize.py", line 39, in quantize
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     temp_folder = download_to_shared_memory(repo_id, revision, hf_auth_token)
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/code/uploading/mkmlize.py", line 81, in download_to_shared_memory
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     if repo_has_model_safetensors(repo_id, revision, token):
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/code/uploading/mkmlize.py", line 104, in repo_has_model_safetensors
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     files = [f.path for f in get_paths_info(repo_id, revision=revision, paths=["/"], token=token)]
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     return fn(*args, **kwargs)
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/hf_api.py", line 3251, in get_paths_info
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     response = get_session().post(
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/requests/sessions.py", line 637, in post
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     return self.request("POST", url, data=data, json=json, **kwargs)
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/requests/sessions.py", line 589, in request
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     resp = self.send(prep, **send_kwargs)
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/requests/sessions.py", line 703, in send
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     r = adapter.send(request, **kwargs)
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_http.py", line 93, in send
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     return super().send(request, *args, **kwargs)
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/requests/adapters.py", line 700, in send
chaiml-nemotron-qwen14b-64851-v1-mkmlizer:     raise ConnectionError(e, request=request)
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: requests.exceptions.ConnectionError: (MaxRetryError('HTTPSConnectionPool(host=\'huggingface.co\', port=443): Max retries exceeded with url: /api/models/ChaiML/nemotron-qwen14B-sfts1-exp1-top20k-nissft-2e/paths-info/main (Caused by NameResolutionError("<urllib3.connection.HTTPSConnection object at 0x7d7fc60bc9d0>: Failed to resolve \'huggingface.co\' ([Errno -3] Temporary failure in name resolution)"))'), '(Request ID: d6104980-3319-4f00-b3a2-47021655850d)')
Job chaiml-nemotron-qwen14b-64851-v1-mkmlizer completed after 25.11s with status: failed
Stopping job with name chaiml-nemotron-qwen14b-64851-v1-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-nemotron-qwen14b-64851-v1-mkmlizer
Waiting for job on chaiml-nemotron-qwen14b-64851-v1-mkmlizer to finish
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║                                                                     ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║                                                                     ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║                                                                     ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ║                                                                     ║
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: Downloaded to shared memory in 51.662s
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp1lprmkpd, device:0
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: quantized model in 38.737s
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: Processed model ChaiML/nemotron-qwen14B-sfts1-exp1-top20k-nissft-2e in 90.399s
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemotron-qwen14b-64851-v1
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemotron-qwen14b-64851-v1/special_tokens_map.json
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemotron-qwen14b-64851-v1/config.json
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemotron-qwen14b-64851-v1/tokenizer_config.json
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemotron-qwen14b-64851-v1/tokenizer.json
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nemotron-qwen14b-64851-v1/flywheel_model.1.safetensors
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemotron-qwen14b-64851-v1/flywheel_model.0.safetensors
chaiml-nemotron-qwen14b-64851-v1-mkmlizer: 
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Job chaiml-nemotron-qwen14b-64851-v1-mkmlizer completed after 135.8s with status: succeeded
Stopping job with name chaiml-nemotron-qwen14b-64851-v1-mkmlizer
Pipeline stage MKMLizer completed in 161.92s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemotron-qwen14b-64851-v1
Waiting for inference service chaiml-nemotron-qwen14b-64851-v1 to be ready
Inference service chaiml-nemotron-qwen14b-64851-v1 ready after 160.66513419151306s
Pipeline stage MKMLDeployer completed in 161.29s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.449174404144287s
Received healthy response to inference request in 1.9475486278533936s
Received healthy response to inference request in 2.0511162281036377s
Received healthy response to inference request in 2.1590824127197266s
Received healthy response to inference request in 2.173034191131592s
5 requests
0 failed requests
5th percentile: 1.9682621479034423
10th percentile: 1.9889756679534911
20th percentile: 2.0304027080535887
30th percentile: 2.0727094650268554
40th percentile: 2.115895938873291
50th percentile: 2.1590824127197266
60th percentile: 2.1646631240844725
70th percentile: 2.170243835449219
80th percentile: 2.228262233734131
90th percentile: 2.338718318939209
95th percentile: 2.393946361541748
99th percentile: 2.438128795623779
mean time: 2.1559911727905274
Pipeline stage StressChecker completed in 12.44s
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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 0.72s
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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 0.81s
Shutdown handler de-registered
chaiml-nemotron-qwen14b_64851_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
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run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.15s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.13s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nemotron-qwen14b-64851-v1-profiler
Waiting for inference service chaiml-nemotron-qwen14b-64851-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 3076.15s
Shutdown handler de-registered
chaiml-nemotron-qwen14b_64851_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemotron-qwen14b_64851_v1 status is now torndown due to DeploymentManager action