udbhavbamba-nemo13b-dpo-v2

developer_uid: udbhavbamba
submission_id: udbhavbamba-nemo13b-dpo-v2_v3
model_name: dpo
model_group: udbhavbamba/nemo13b_dpo_
status: torndown
timestamp: 2025-03-23T08:19:06+00:00
num_battles: 10751
num_wins: 5058
celo_rating: 1258.52
family_friendly_score: 0.6036
family_friendly_standard_error: 0.006917615774238983
submission_type: basic
model_repo: udbhavbamba/nemo13b_dpo_v2
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6057857813546872, 'latency_mean': 1.6506727278232574, 'latency_p50': 1.6470798254013062, 'latency_p90': 1.833577561378479}, {'batch_size': 3, 'throughput': 1.1070943327989382, 'latency_mean': 2.7071038603782656, 'latency_p50': 2.715551018714905, 'latency_p90': 2.990569567680359}, {'batch_size': 5, 'throughput': 1.3411987950071147, 'latency_mean': 3.7125820577144624, 'latency_p50': 3.715268611907959, 'latency_p90': 4.153197026252746}, {'batch_size': 6, 'throughput': 1.4003022467204307, 'latency_mean': 4.259424735307693, 'latency_p50': 4.261317014694214, 'latency_p90': 4.843536996841431}, {'batch_size': 8, 'throughput': 1.47284298438796, 'latency_mean': 5.39932404756546, 'latency_p50': 5.404713034629822, 'latency_p90': 6.08947262763977}, {'batch_size': 10, 'throughput': 1.5044977006079405, 'latency_mean': 6.593893032073975, 'latency_p50': 6.5419464111328125, 'latency_p90': 7.505525732040405}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: dpo
is_internal_developer: False
language_model: udbhavbamba/nemo13b_dpo_v2
model_size: 13B
ranking_group: single
throughput_3p7s: 1.34
us_pacific_date: 2025-03-23
win_ratio: 0.4704678634545624
generation_params: {'temperature': 1.0, 'top_p': 0.9, 'min_p': 0.1, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.0, 'stopping_words': ['</s>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "<s>{bot_name}'s Persona: {memory}\n", 'prompt_template': '{prompt}', 'bot_template': '{bot_name}: {message}</s>', 'user_template': '[INST]{user_name}: {message}[/INST]', 'response_template': '{bot_name}:', '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 udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer
Waiting for job on udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer to finish
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: Traceback (most recent call last):
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 536, in _make_request
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     response = conn.getresponse()
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connection.py", line 461, in getresponse
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     httplib_response = super().getresponse()
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/http/client.py", line 1375, in getresponse
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     response.begin()
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/http/client.py", line 318, in begin
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     version, status, reason = self._read_status()
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/http/client.py", line 279, in _read_status
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/socket.py", line 705, in readinto
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     return self._sock.recv_into(b)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/ssl.py", line 1307, in recv_into
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     return self.read(nbytes, buffer)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/ssl.py", line 1163, in read
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     return self._sslobj.read(len, buffer)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: TimeoutError: The read operation timed out
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: The above exception was the direct cause of the following exception:
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: Traceback (most recent call last):
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/requests/adapters.py", line 667, in send
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     resp = conn.urlopen(
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 844, in urlopen
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     retries = retries.increment(
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/util/retry.py", line 470, in increment
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     raise reraise(type(error), error, _stacktrace)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/util/util.py", line 39, in reraise
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     raise value
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 790, in urlopen
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     response = self._make_request(
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 538, in _make_request
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     self._raise_timeout(err=e, url=url, timeout_value=read_timeout)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/urllib3/connectionpool.py", line 370, in _raise_timeout
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     raise ReadTimeoutError(
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: urllib3.exceptions.ReadTimeoutError: HTTPSConnectionPool(host='huggingface.co', port=443): Read timed out. (read timeout=10)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: During handling of the above exception, another exception occurred:
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: Traceback (most recent call last):
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/code/uploading/mkmlize.py", line 193, in <module>
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     cli()
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     return self.main(*args, **kwargs)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1078, in main
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     rv = self.invoke(ctx)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     return _process_result(sub_ctx.command.invoke(sub_ctx))
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     return ctx.invoke(self.callback, **ctx.params)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 783, in invoke
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     return __callback(*args, **kwargs)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/code/uploading/mkmlize.py", line 39, in quantize
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     temp_folder = download_to_shared_memory(repo_id, revision, hf_auth_token)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/code/uploading/mkmlize.py", line 86, in download_to_shared_memory
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     snapshot_download(
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     return fn(*args, **kwargs)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 294, in snapshot_download
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     _inner_hf_hub_download(file)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/_snapshot_download.py", line 270, in _inner_hf_hub_download
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     return hf_hub_download(
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 114, in _inner_fn
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     return fn(*args, **kwargs)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 840, in hf_hub_download
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     return _hf_hub_download_to_local_dir(
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1136, in _hf_hub_download_to_local_dir
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     _download_to_tmp_and_move(
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1543, in _download_to_tmp_and_move
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     http_get(
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 369, in http_get
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     r = _request_wrapper(
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 301, in _request_wrapper
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     response = get_session().request(method=method, url=url, **params)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/requests/sessions.py", line 589, in request
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     resp = self.send(prep, **send_kwargs)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/requests/sessions.py", line 703, in send
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     r = adapter.send(request, **kwargs)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_http.py", line 93, in send
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     return super().send(request, *args, **kwargs)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:   File "/opt/conda/lib/python3.10/site-packages/requests/adapters.py", line 713, in send
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer:     raise ReadTimeout(e, request=request)
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: requests.exceptions.ReadTimeout: (ReadTimeoutError("HTTPSConnectionPool(host='huggingface.co', port=443): Read timed out. (read timeout=10)"), '(Request ID: 78c408ce-7421-452a-91a7-1c940cfbedb2)')
Job udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer completed after 77.07s with status: failed
Stopping job with name udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer
%s, retrying in %s seconds...
Starting job with name udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer
Waiting for job on udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer to finish
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║     _____            __           __                                ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║       /___/                                                         ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║  https://mk1.ai                                                     ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║  belonging to:                                                      ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║  Chai Research Corp.                                                ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ║                                                                     ║
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: unable to retrieve container logs for containerd://38a613a1ea376b0532f26
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: quantized model in 35.679s
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: Processed model udbhavbamba/nemo13b_dpo_v2 in 65.724s
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: creating bucket guanaco-mkml-models
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v3
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v3/config.json
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v3/special_tokens_map.json
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v3/tokenizer_config.json
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v3/tokenizer.json
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/udbhavbamba-nemo13b-dpo-v2-v3/flywheel_model.0.safetensors
udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer: 
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Job udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer completed after 89.21s with status: succeeded
Stopping job with name udbhavbamba-nemo13b-dpo-v2-v3-mkmlizer
Pipeline stage MKMLizer completed in 167.32s
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 udbhavbamba-nemo13b-dpo-v2-v3
Waiting for inference service udbhavbamba-nemo13b-dpo-v2-v3 to be ready
Inference service udbhavbamba-nemo13b-dpo-v2-v3 ready after 90.42390823364258s
Pipeline stage MKMLDeployer completed in 91.08s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.522264242172241s
Received healthy response to inference request in 1.7374663352966309s
Received healthy response to inference request in 1.794799566268921s
Received healthy response to inference request in 1.7361080646514893s
Received healthy response to inference request in 1.7609097957611084s
5 requests
0 failed requests
5th percentile: 1.7363797187805177
10th percentile: 1.7366513729095459
20th percentile: 1.7371946811676025
30th percentile: 1.7421550273895263
40th percentile: 1.7515324115753175
50th percentile: 1.7609097957611084
60th percentile: 1.7744657039642333
70th percentile: 1.7880216121673584
80th percentile: 1.940292501449585
90th percentile: 2.2312783718109133
95th percentile: 2.376771306991577
99th percentile: 2.4931656551361083
mean time: 1.9103096008300782
Pipeline stage StressChecker completed in 11.02s
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 0.71s
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 0.72s
Shutdown handler de-registered
udbhavbamba-nemo13b-dpo-v2_v3 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 0.14s
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 udbhavbamba-nemo13b-dpo-v2-v3-profiler
Waiting for inference service udbhavbamba-nemo13b-dpo-v2-v3-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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4792.15s
Shutdown handler de-registered
udbhavbamba-nemo13b-dpo-v2_v3 status is now inactive due to auto deactivation removed underperforming models
udbhavbamba-nemo13b-dpo-v2_v3 status is now torndown due to DeploymentManager action