Running pipeline stage MKMLizer
Starting job with name cycy233-l3-bdpo-v3-c3-v2-mkmlizer
Waiting for job on cycy233-l3-bdpo-v3-c3-v2-mkmlizer to finish
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ _____ __ __ ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ /___/ ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ Version: 0.8.14 ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ https://mk1.ai ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ The license key for the current software has been verified as ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ belonging to: ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ Chai Research Corp. ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ║ ║
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: Downloaded to shared memory in 24.198s
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: quantizing model to /dev/shm/model_cache
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: quantized model in 29.899s
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: Processed model cycy233/L3-bdpo-v3-c3 in 54.097s
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: creating bucket guanaco-mkml-models
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cycy233-l3-bdpo-v3-c3-v2
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cycy233-l3-bdpo-v3-c3-v2/config.json
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cycy233-l3-bdpo-v3-c3-v2/special_tokens_map.json
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cycy233-l3-bdpo-v3-c3-v2/tokenizer_config.json
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cycy233-l3-bdpo-v3-c3-v2/tokenizer.json
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cycy233-l3-bdpo-v3-c3-v2/flywheel_model.0.safetensors
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:919: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: warnings.warn(
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: warnings.warn(
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:769: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: warnings.warn(
cycy233-l3-bdpo-v3-c3-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.
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: warnings.warn(
cycy233-l3-bdpo-v3-c3-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()
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: return self.fget.__get__(instance, owner)()
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: Saving duration: 0.538s
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 5.959s
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: creating bucket guanaco-reward-models
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v2_reward
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v2_reward/config.json
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v2_reward/special_tokens_map.json
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v2_reward/tokenizer_config.json
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v2_reward/vocab.json
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v2_reward/merges.txt
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v2_reward/tokenizer.json
cycy233-l3-bdpo-v3-c3-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v2_reward/reward.tensors
Job cycy233-l3-bdpo-v3-c3-v2-mkmlizer completed after 83.53s with status: succeeded
Stopping job with name cycy233-l3-bdpo-v3-c3-v2-mkmlizer
Pipeline stage MKMLizer completed in 84.39s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.11s
Running pipeline stage ISVCDeployer
Creating inference service cycy233-l3-bdpo-v3-c3-v2
Waiting for inference service cycy233-l3-bdpo-v3-c3-v2 to be ready
Inference service cycy233-l3-bdpo-v3-c3-v2 ready after 40.19862198829651s
Pipeline stage ISVCDeployer completed in 46.93s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0380101203918457s
Received healthy response to inference request in 1.2503833770751953s
Received healthy response to inference request in 1.2518584728240967s
Received healthy response to inference request in 1.2390217781066895s
Received healthy response to inference request in 1.2555506229400635s
5 requests
0 failed requests
5th percentile: 1.2412940979003906
10th percentile: 1.2435664176940917
20th percentile: 1.2481110572814942
30th percentile: 1.2506783962249757
40th percentile: 1.2512684345245362
50th percentile: 1.2518584728240967
60th percentile: 1.2533353328704835
70th percentile: 1.25481219291687
80th percentile: 1.41204252243042
90th percentile: 1.725026321411133
95th percentile: 1.8815182209014891
99th percentile: 2.0067117404937744
mean time: 1.4069648742675782
Pipeline stage StressChecker completed in 7.61s
cycy233-l3-bdpo-v3-c3_v2 status is now deployed due to DeploymentManager action
cycy233-l3-bdpo-v3-c3_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cycy233-l3-bdpo-v3-c3_v2
Running pipeline stage ISVCDeleter
Checking if service cycy233-l3-bdpo-v3-c3-v2 is running
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 4.75s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key cycy233-l3-bdpo-v3-c3-v2/config.json from bucket guanaco-mkml-models
Deleting key cycy233-l3-bdpo-v3-c3-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key cycy233-l3-bdpo-v3-c3-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cycy233-l3-bdpo-v3-c3-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key cycy233-l3-bdpo-v3-c3-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cycy233-l3-bdpo-v3-c3-v2_reward/config.json from bucket guanaco-reward-models
Deleting key cycy233-l3-bdpo-v3-c3-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key cycy233-l3-bdpo-v3-c3-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cycy233-l3-bdpo-v3-c3-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cycy233-l3-bdpo-v3-c3-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cycy233-l3-bdpo-v3-c3-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cycy233-l3-bdpo-v3-c3-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.33s
cycy233-l3-bdpo-v3-c3_v2 status is now torndown due to DeploymentManager action