Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer to finish
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: ║ _____ __ __ ║
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cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: ║ Version: 0.8.10 ║
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
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cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
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cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'list_files_info' (from 'huggingface_hub.hf_api') is deprecated and will be removed from version '0.23'. Use `list_repo_tree` and `get_paths_info` instead.
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: Downloaded to shared memory in 32.935s
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer:
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Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: quantized model in 20.721s
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e6.1-LowLR in 54.773s
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5394-v1
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5394-v1/config.json
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5394-v1/special_tokens_map.json
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5394-v1/tokenizer_config.json
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5394-v1/tokenizer.json
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5394-v1/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:913: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:757: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:468: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/torch/_utils.py:831: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly. To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: Saving duration: 0.287s
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 6.916s
cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer: creating bucket guanaco-reward-models
Job cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer completed after 83.38s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-5394-v1-mkmlizer
Pipeline stage MKMLizer completed in 84.84s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-5394-v1
Waiting for inference service cgato-l3-thespice-8b-dpo-5394-v1 to be ready
Inference service cgato-l3-thespice-8b-dpo-5394-v1 ready after 40.247451066970825s
Pipeline stage ISVCDeployer completed in 47.50s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1352882385253906s
Received healthy response to inference request in 1.2854375839233398s
Received healthy response to inference request in 1.2796297073364258s
Received healthy response to inference request in 1.4129822254180908s
Received healthy response to inference request in 1.2662909030914307s
5 requests
0 failed requests
5th percentile: 1.2689586639404298
10th percentile: 1.2716264247894287
20th percentile: 1.2769619464874267
30th percentile: 1.2807912826538086
40th percentile: 1.2831144332885742
50th percentile: 1.2854375839233398
60th percentile: 1.3364554405212403
70th percentile: 1.3874732971191406
80th percentile: 1.5574434280395508
90th percentile: 1.8463658332824708
95th percentile: 1.9908270359039306
99th percentile: 2.1063959980010987
mean time: 1.4759257316589356
Pipeline stage StressChecker completed in 7.96s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.03s
Running pipeline stage DaemonicSafetyScorer
Running M-Eval for topic stay_in_character
Pipeline stage DaemonicSafetyScorer completed in 0.04s
M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_5394_v1 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_5394_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cgato-l3-thespice-8b-dpo_5394_v1
Running pipeline stage ISVCDeleter
Checking if service cgato-l3-thespice-8b-dpo-5394-v1 is running
Tearing down inference service cgato-l3-thespice-8b-dpo-5394-v1
Toredown service cgato-l3-thespice-8b-dpo-5394-v1
Pipeline stage ISVCDeleter completed in 3.73s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-5394-v1/config.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-5394-v1_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-5394-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 2.09s
cgato-l3-thespice-8b-dpo_5394_v1 status is now torndown due to DeploymentManager action