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 nousresearch-hermes-2-pr-1418-v5-mkmlizer
Waiting for job on nousresearch-hermes-2-pr-1418-v5-mkmlizer to finish
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ _____ __ __ ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ /___/ ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ Version: 0.11.12 ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ https://mk1.ai ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ The license key for the current software has been verified as ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ belonging to: ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ Chai Research Corp. ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ║ ║
nousresearch-hermes-2-pr-1418-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nousresearch-hermes-2-pr-1418-v5-mkmlizer: Downloaded to shared memory in 20.405s
nousresearch-hermes-2-pr-1418-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpeil4hvty, device:0
nousresearch-hermes-2-pr-1418-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nousresearch-hermes-2-pr-1418-v5-mkmlizer: quantized model in 17.060s
nousresearch-hermes-2-pr-1418-v5-mkmlizer: Processed model NousResearch/Hermes-2-Pro-Mistral-7B in 37.465s
nousresearch-hermes-2-pr-1418-v5-mkmlizer: creating bucket guanaco-mkml-models
nousresearch-hermes-2-pr-1418-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nousresearch-hermes-2-pr-1418-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nousresearch-hermes-2-pr-1418-v5
nousresearch-hermes-2-pr-1418-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nousresearch-hermes-2-pr-1418-v5/config.json
nousresearch-hermes-2-pr-1418-v5-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/nousresearch-hermes-2-pr-1418-v5/added_tokens.json
nousresearch-hermes-2-pr-1418-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nousresearch-hermes-2-pr-1418-v5/special_tokens_map.json
nousresearch-hermes-2-pr-1418-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nousresearch-hermes-2-pr-1418-v5/tokenizer_config.json
nousresearch-hermes-2-pr-1418-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/nousresearch-hermes-2-pr-1418-v5/tokenizer.model
nousresearch-hermes-2-pr-1418-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nousresearch-hermes-2-pr-1418-v5/tokenizer.json
nousresearch-hermes-2-pr-1418-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nousresearch-hermes-2-pr-1418-v5/flywheel_model.0.safetensors
nousresearch-hermes-2-pr-1418-v5-mkmlizer:
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Job nousresearch-hermes-2-pr-1418-v5-mkmlizer completed after 62.22s with status: succeeded
Stopping job with name nousresearch-hermes-2-pr-1418-v5-mkmlizer
Pipeline stage MKMLizer completed in 62.48s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.07s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service nousresearch-hermes-2-pr-1418-v5
Waiting for inference service nousresearch-hermes-2-pr-1418-v5 to be ready
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 zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer
Waiting for job on zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer to finish
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ _____ __ __ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ /___/ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ Version: 0.11.12 ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ https://mk1.ai ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ The license key for the current software has been verified as ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ belonging to: ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ Chai Research Corp. ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: Downloaded to shared memory in 52.968s
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp22j23_g9, device:0
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Job zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer completed after 152.09s with status: failed
Stopping job with name zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer
%s, retrying in %s seconds...
Starting job with name zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer
Waiting for job on zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer to finish
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ _____ __ __ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ /___/ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ Version: 0.11.12 ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ https://mk1.ai ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ The license key for the current software has been verified as ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ belonging to: ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ Chai Research Corp. ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ║ ║
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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 zonemercy-vingt-deux-gfv-4513-v1-mkmlizer
Waiting for job on zonemercy-vingt-deux-gfv-4513-v1-mkmlizer to finish
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: Downloaded to shared memory in 47.965s
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpdcubjc6b, device:0
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ _____ __ __ ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ /___/ ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ Version: 0.11.12 ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ https://mk1.ai ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ The license key for the current software has been verified as ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ belonging to: ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ Chai Research Corp. ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ║ ║
zonemercy-vingt-deux-gfv-4513-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer:
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Traceback (most recent call last):
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/code/uploading/mkmlize.py", line 151, in <module>
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: cli()
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: return self.main(*args, **kwargs)
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1078, in main
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: rv = self.invoke(ctx)
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: return _process_result(sub_ctx.command.invoke(sub_ctx))
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: return ctx.invoke(self.callback, **ctx.params)
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/click/core.py", line 783, in invoke
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: return __callback(*args, **kwargs)
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/code/uploading/mkmlize.py", line 42, in quantize
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: quantize_model(temp_folder, output_path, profile, device)
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/code/uploading/mkmlize.py", line 135, in quantize_model
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: flywheel.instrument(
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/mk1/flywheel/instrument.py", line 96, in instrument
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: tokenizer = AutoTokenizer.from_pretrained(input_model_path, verbose=False)
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py", line 897, in from_pretrained
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: return tokenizer_class.from_pretrained(pretrained_model_name_or_path, *inputs, **kwargs)
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/transformers/tokenization_utils_base.py", line 2271, in from_pretrained
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: return cls._from_pretrained(
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/transformers/tokenization_utils_base.py", line 2505, in _from_pretrained
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: tokenizer = cls(*init_inputs, **init_kwargs)
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/transformers/models/llama/tokenization_llama_fast.py", line 157, in __init__
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: super().__init__(
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: File "/opt/conda/lib/python3.10/site-packages/transformers/tokenization_utils_fast.py", line 115, in __init__
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: fast_tokenizer = TokenizerFast.from_file(fast_tokenizer_file)
zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer: Exception: data did not match any variant of untagged enum ModelWrapper at line 275732 column 3
Job zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer completed after 117.42s with status: failed
Stopping job with name zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer
%s, retrying in %s seconds...
Starting job with name zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer
Waiting for job on zonemercy-vingt-deux-v5-1e5v0-v5-mkmlizer to finish
Inference service nousresearch-hermes-2-pr-1418-v5 ready after 350.7747962474823s
Pipeline stage MKMLDeployer completed in 351.11s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4446451663970947s
Received healthy response to inference request in 0.8907690048217773s
Received healthy response to inference request in 0.8413486480712891s
Received healthy response to inference request in 1.2591774463653564s
Received healthy response to inference request in 0.9848537445068359s
5 requests
0 failed requests
5th percentile: 0.8512327194213867
10th percentile: 0.8611167907714844
20th percentile: 0.8808849334716797
30th percentile: 0.9095859527587891
40th percentile: 0.9472198486328125
50th percentile: 0.9848537445068359
60th percentile: 1.094583225250244
70th percentile: 1.2043127059936523
80th percentile: 1.2962709903717042
90th percentile: 1.3704580783843994
95th percentile: 1.407551622390747
99th percentile: 1.4372264575958251
mean time: 1.0841588020324706
Pipeline stage StressChecker completed in 8.34s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
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starting trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 5.30s
Shutdown handler de-registered
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Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.23s
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Pipeline stage MKMLProfilerTemplater completed in 0.15s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service nousresearch-hermes-2-pr-1418-v5-profiler
Waiting for inference service nousresearch-hermes-2-pr-1418-v5-profiler to be ready
Inference service nousresearch-hermes-2-pr-1418-v5-profiler ready after 210.55639100074768s
Pipeline stage MKMLProfilerDeployer completed in 211.00s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/nousresearch-hermes-dd6d96ce67f486b5e6a67ddfd92844d2-deplobp9wj:/code/chaiverse_profiler_1727371542 --namespace tenant-chaiml-guanaco
kubectl exec -it nousresearch-hermes-dd6d96ce67f486b5e6a67ddfd92844d2-deplobp9wj --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1727371542 && python profiles.py profile --best_of_n 4 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1727371542/summary.json'
kubectl exec -it nousresearch-hermes-dd6d96ce67f486b5e6a67ddfd92844d2-deplobp9wj --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1727371542/summary.json'
Pipeline stage MKMLProfilerRunner completed in 488.91s
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Checking if service nousresearch-hermes-2-pr-1418-v5-profiler is running
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Pipeline stage MKMLProfilerDeleter completed in 2.49s
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Cleaning model data from model cache
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