Running pipeline stage MKMLizer
Starting job with name bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer to finish
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ _____ __ __ ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ /___/ ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ Version: 0.8.14 ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ https://mk1.ai ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ The license key for the current software has been verified as ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ belonging to: ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ Chai Research Corp. ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ║ ║
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-1-e3-v2-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.
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: warnings.warn(warning_message, FutureWarning)
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: Downloaded to shared memory in 18.172s
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: quantizing model to /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer:
Loading 0: 0%| | 0/291 [00:00<?, ?it/s]
Loading 0: 1%| | 2/291 [00:04<10:46, 2.24s/it]
Loading 0: 6%|▌ | 18/291 [00:04<00:50, 5.37it/s]
Loading 0: 12%|█▏ | 36/291 [00:04<00:20, 12.73it/s]
Loading 0: 18%|█▊ | 53/291 [00:04<00:10, 21.67it/s]
Loading 0: 23%|██▎ | 68/291 [00:05<00:08, 26.55it/s]
Loading 0: 30%|██▉ | 86/291 [00:05<00:05, 39.00it/s]
Loading 0: 36%|███▌ | 104/291 [00:05<00:03, 53.36it/s]
Loading 0: 42%|████▏ | 122/291 [00:05<00:02, 68.83it/s]
Loading 0: 48%|████▊ | 140/291 [00:05<00:01, 84.46it/s]
Loading 0: 54%|█████▍ | 158/291 [00:05<00:01, 100.03it/s]
Loading 0: 60%|█████▉ | 174/291 [00:05<00:01, 78.05it/s]
Loading 0: 65%|██████▍ | 189/291 [00:06<00:01, 89.50it/s]
Loading 0: 70%|███████ | 204/291 [00:06<00:00, 100.32it/s]
Loading 0: 76%|███████▌ | 221/291 [00:06<00:00, 114.97it/s]
Loading 0: 82%|████████▏ | 239/291 [00:06<00:00, 127.03it/s]
Loading 0: 88%|████████▊ | 257/291 [00:06<00:00, 137.61it/s]
Loading 0: 94%|█████████▍| 273/291 [00:06<00:00, 92.36it/s]
Loading 0: 99%|█████████▊| 287/291 [00:06<00:00, 101.34it/s]
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: quantized model in 23.186s
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.1_e3 in 43.836s
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-1-e3-v2
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-1-e3-v2/config.json
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-1-e3-v2/special_tokens_map.json
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-1-e3-v2/tokenizer_config.json
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-1-e3-v2/tokenizer.json
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
bbchicago-brt-8b-l3-v1-1-e3-v2-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.
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: warnings.warn(
bbchicago-brt-8b-l3-v1-1-e3-v2-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.
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: warnings.warn(
bbchicago-brt-8b-l3-v1-1-e3-v2-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.
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: warnings.warn(
bbchicago-brt-8b-l3-v1-1-e3-v2-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()
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: return self.fget.__get__(instance, owner)()
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: Saving duration: 0.395s
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 4.355s
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e3-v2_reward
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e3-v2_reward/config.json
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e3-v2_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e3-v2_reward/vocab.json
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e3-v2_reward/merges.txt
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e3-v2_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e3-v2_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e3-v2_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer completed after 62.85s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-1-e3-v2-mkmlizer
Pipeline stage MKMLizer completed in 65.49s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-1-e3-v2
Waiting for inference service bbchicago-brt-8b-l3-v1-1-e3-v2 to be ready
Inference service bbchicago-brt-8b-l3-v1-1-e3-v2 ready after 40.24324822425842s
Pipeline stage ISVCDeployer completed in 47.09s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1921582221984863s
Received healthy response to inference request in 1.270921230316162s
Received healthy response to inference request in 1.2593417167663574s
Received healthy response to inference request in 1.25443434715271s
Received healthy response to inference request in 1.247997522354126s
5 requests
0 failed requests
5th percentile: 1.2492848873138427
10th percentile: 1.2505722522735596
20th percentile: 1.2531469821929933
30th percentile: 1.2554158210754394
40th percentile: 1.2573787689208984
50th percentile: 1.2593417167663574
60th percentile: 1.2639735221862793
70th percentile: 1.2686053276062013
80th percentile: 1.455168628692627
90th percentile: 1.8236634254455568
95th percentile: 2.007910823822021
99th percentile: 2.1553087425231934
mean time: 1.4449706077575684
Pipeline stage StressChecker completed in 7.88s
Running pipeline stage DaemonicSafetyScorer
Pipeline stage DaemonicSafetyScorer completed in 0.03s
bbchicago-brt-8b-l3-v1-1-e3_v2 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-1-e3_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-1-e3_v2
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-1-e3-v2 is running
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 1.91s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-1-e3-v2/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-1-e3-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-1-e3-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-1-e3-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-1-e3-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-1-e3-v2_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-1-e3-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-1-e3-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-1-e3-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-1-e3-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-1-e3-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-1-e3-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 3.30s
bbchicago-brt-8b-l3-v1-1-e3_v2 status is now torndown due to DeploymentManager action