Running pipeline stage MKMLizer
Starting job with name bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer to finish
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ _____ __ __ ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ /___/ ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ Version: 0.9.5.post3 ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ https://mk1.ai ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ The license key for the current software has been verified as ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ belonging to: ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ Chai Research Corp. ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ║ ║
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: Downloaded to shared memory in 20.983s
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp508cy73s, device:0
bbchicago-brt-8b-l3-v1-6-7419-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.
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: quantized model in 23.945s
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.6_DPO_steps_3000 in 44.928s
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-7419-v2
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-7419-v2/config.json
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-7419-v2/special_tokens_map.json
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-7419-v2/tokenizer_config.json
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-7419-v2/tokenizer.json
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:950: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: warnings.warn(
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:778: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: warnings.warn(
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:469: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer: warnings.warn(
Failed to get response for submission hastagaras-dirtybu8bl3-r_5954_v3: ('http://hastagaras-dirtybu8bl3-r-5954-v3-predictor-default.tenant-chaiml-guanaco.knative.ord1.coreweave.cloud/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Job bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer completed after 96.55s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-6-7419-v2-mkmlizer
Pipeline stage MKMLizer completed in 97.94s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.08s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-6-7419-v2
Waiting for inference service bbchicago-brt-8b-l3-v1-6-7419-v2 to be ready
Failed to get response for submission hastagaras-dirtybu8bl3-r_5954_v3: ('http://hastagaras-dirtybu8bl3-r-5954-v3-predictor-default.tenant-chaiml-guanaco.knative.ord1.coreweave.cloud/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Inference service bbchicago-brt-8b-l3-v1-6-7419-v2 ready after 142.2301802635193s
Pipeline stage ISVCDeployer completed in 144.52s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.378890037536621s
Received healthy response to inference request in 1.3910326957702637s
Received healthy response to inference request in 1.4310588836669922s
Received healthy response to inference request in 1.4238226413726807s
Received healthy response to inference request in 1.405813217163086s
5 requests
0 failed requests
5th percentile: 1.393988800048828
10th percentile: 1.3969449043273925
20th percentile: 1.4028571128845215
30th percentile: 1.409415102005005
40th percentile: 1.4166188716888428
50th percentile: 1.4238226413726807
60th percentile: 1.4267171382904054
70th percentile: 1.4296116352081298
80th percentile: 1.620625114440918
90th percentile: 1.9997575759887696
95th percentile: 2.1893238067626952
99th percentile: 2.340976791381836
mean time: 1.6061234951019288
Pipeline stage StressChecker completed in 8.70s
bbchicago-brt-8b-l3-v1-6_7419_v2 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-6_7419_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-6_7419_v2
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-6-7419-v2 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-6-7419-v2
Service bbchicago-brt-8b-l3-v1-6-7419-v2 has been torndown
Pipeline stage ISVCDeleter completed in 5.44s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-6-7419-v2/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-7419-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-7419-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-7419-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-7419-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-6-7419-v2_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-7419-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-7419-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-7419-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-7419-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-7419-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-7419-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.43s
bbchicago-brt-8b-l3-v1-6_7419_v2 status is now torndown due to DeploymentManager action