Running pipeline stage MKMLizer
Starting job with name chaiml-augment-alignment-7339-v4-mkmlizer
Waiting for job on chaiml-augment-alignment-7339-v4-mkmlizer to finish
chaiml-augment-alignment-7339-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-augment-alignment-7339-v4-mkmlizer: ║ _____ __ __ ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ /___/ ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ Version: 0.8.14 ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ https://mk1.ai ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ belonging to: ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ Chai Research Corp. ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
chaiml-augment-alignment-7339-v4-mkmlizer: ║ ║
chaiml-augment-alignment-7339-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-augment-alignment-7339-v4-mkmlizer: Downloaded to shared memory in 43.611s
chaiml-augment-alignment-7339-v4-mkmlizer: quantizing model to /dev/shm/model_cache
chaiml-augment-alignment-7339-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-augment-alignment-7339-v4-mkmlizer:
Loading 0: 0%| | 0/291 [00:00<?, ?it/s]
Loading 0: 2%|▏ | 5/291 [00:00<00:06, 45.06it/s]
Loading 0: 5%|▍ | 14/291 [00:00<00:04, 59.23it/s]
Loading 0: 8%|▊ | 23/291 [00:00<00:04, 63.08it/s]
Loading 0: 11%|█▏ | 33/291 [00:00<00:07, 35.73it/s]
Loading 0: 13%|█▎ | 38/291 [00:00<00:06, 37.99it/s]
Loading 0: 15%|█▍ | 43/291 [00:01<00:06, 39.84it/s]
Loading 0: 17%|█▋ | 50/291 [00:01<00:05, 43.85it/s]
Loading 0: 20%|██ | 59/291 [00:01<00:04, 50.81it/s]
Loading 0: 23%|██▎ | 68/291 [00:01<00:03, 55.88it/s]
Loading 0: 26%|██▌ | 76/291 [00:01<00:03, 61.57it/s]
Loading 0: 29%|██▊ | 83/291 [00:01<00:06, 32.95it/s]
Loading 0: 32%|███▏ | 92/291 [00:02<00:04, 39.96it/s]
Loading 0: 34%|███▍ | 100/291 [00:02<00:04, 46.91it/s]
Loading 0: 37%|███▋ | 109/291 [00:02<00:03, 51.92it/s]
Loading 0: 40%|████ | 117/291 [00:02<00:03, 57.74it/s]
Loading 0: 43%|████▎ | 126/291 [00:02<00:02, 60.44it/s]
Loading 0: 46%|████▌ | 133/291 [00:03<00:04, 35.67it/s]
Loading 0: 48%|████▊ | 139/291 [00:03<00:04, 35.11it/s]
Loading 0: 51%|█████ | 148/291 [00:03<00:03, 42.01it/s]
Loading 0: 54%|█████▍ | 157/291 [00:03<00:02, 47.80it/s]
Loading 0: 57%|█████▋ | 166/291 [00:03<00:02, 52.82it/s]
Loading 0: 60%|██████ | 175/291 [00:03<00:02, 56.83it/s]
Loading 0: 64%|██████▍ | 186/291 [00:04<00:02, 39.47it/s]
Loading 0: 66%|██████▌ | 192/291 [00:04<00:02, 40.05it/s]
Loading 0: 68%|██████▊ | 197/291 [00:04<00:02, 41.21it/s]
Loading 0: 70%|██████▉ | 203/291 [00:04<00:02, 43.11it/s]
Loading 0: 73%|███████▎ | 212/291 [00:04<00:01, 49.68it/s]
Loading 0: 76%|███████▌ | 221/291 [00:04<00:01, 54.66it/s]
Loading 0: 79%|███████▊ | 229/291 [00:04<00:01, 60.31it/s]
Loading 0: 81%|████████ | 236/291 [00:05<00:01, 36.45it/s]
Loading 0: 83%|████████▎ | 242/291 [00:05<00:01, 39.17it/s]
Loading 0: 85%|████████▌ | 248/291 [00:05<00:01, 41.63it/s]
Loading 0: 88%|████████▊ | 257/291 [00:05<00:00, 48.51it/s]
Loading 0: 91%|█████████▏| 266/291 [00:05<00:00, 53.94it/s]
Loading 0: 95%|█████████▍| 275/291 [00:05<00:00, 57.47it/s]
Loading 0: 98%|█████████▊| 286/291 [00:12<00:01, 4.16it/s]
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
chaiml-augment-alignment-7339-v4-mkmlizer: quantized model in 31.389s
chaiml-augment-alignment-7339-v4-mkmlizer: Processed model ChaiML/augment-alignment-ep2lre5 in 75.001s
chaiml-augment-alignment-7339-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-augment-alignment-7339-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-augment-alignment-7339-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-augment-alignment-7339-v4
chaiml-augment-alignment-7339-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-augment-alignment-7339-v4/config.json
chaiml-augment-alignment-7339-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-augment-alignment-7339-v4/special_tokens_map.json
chaiml-augment-alignment-7339-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-augment-alignment-7339-v4/tokenizer_config.json
chaiml-augment-alignment-7339-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-augment-alignment-7339-v4/tokenizer.json
chaiml-augment-alignment-7339-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-augment-alignment-7339-v4/flywheel_model.0.safetensors
chaiml-augment-alignment-7339-v4-mkmlizer: loading reward model from ChaiML/gpt2_xl_pairwise_89m_step_347634
chaiml-augment-alignment-7339-v4-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.
chaiml-augment-alignment-7339-v4-mkmlizer: warnings.warn(
chaiml-augment-alignment-7339-v4-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`.
chaiml-augment-alignment-7339-v4-mkmlizer: warnings.warn(
chaiml-augment-alignment-7339-v4-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.
chaiml-augment-alignment-7339-v4-mkmlizer: warnings.warn(
chaiml-augment-alignment-7339-v4-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.
chaiml-augment-alignment-7339-v4-mkmlizer: warnings.warn(
chaiml-augment-alignment-7339-v4-mkmlizer:
Loading checkpoint shards: 0%| | 0/2 [00:00<?, ?it/s]
Loading checkpoint shards: 50%|█████ | 1/2 [00:00<00:00, 1.66it/s]
Loading checkpoint shards: 100%|██████████| 2/2 [00:00<00:00, 2.70it/s]
Loading checkpoint shards: 100%|██████████| 2/2 [00:00<00:00, 2.47it/s]
chaiml-augment-alignment-7339-v4-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
chaiml-augment-alignment-7339-v4-mkmlizer: Saving duration: 2.133s
chaiml-augment-alignment-7339-v4-mkmlizer: Processed model ChaiML/gpt2_xl_pairwise_89m_step_347634 in 13.163s
chaiml-augment-alignment-7339-v4-mkmlizer: creating bucket guanaco-reward-models
chaiml-augment-alignment-7339-v4-mkmlizer: Bucket 's3://guanaco-reward-models/' created
chaiml-augment-alignment-7339-v4-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/chaiml-augment-alignment-7339-v4_reward
chaiml-augment-alignment-7339-v4-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/chaiml-augment-alignment-7339-v4_reward/config.json
chaiml-augment-alignment-7339-v4-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/chaiml-augment-alignment-7339-v4_reward/special_tokens_map.json
chaiml-augment-alignment-7339-v4-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/chaiml-augment-alignment-7339-v4_reward/vocab.json
chaiml-augment-alignment-7339-v4-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/chaiml-augment-alignment-7339-v4_reward/tokenizer_config.json
chaiml-augment-alignment-7339-v4-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/chaiml-augment-alignment-7339-v4_reward/merges.txt
chaiml-augment-alignment-7339-v4-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/chaiml-augment-alignment-7339-v4_reward/tokenizer.json
chaiml-augment-alignment-7339-v4-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/chaiml-augment-alignment-7339-v4_reward/reward.tensors
Job chaiml-augment-alignment-7339-v4-mkmlizer completed after 124.89s with status: succeeded
Stopping job with name chaiml-augment-alignment-7339-v4-mkmlizer
Pipeline stage MKMLizer completed in 125.88s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.13s
Running pipeline stage ISVCDeployer
Creating inference service chaiml-augment-alignment-7339-v4
Waiting for inference service chaiml-augment-alignment-7339-v4 to be ready
Inference service chaiml-augment-alignment-7339-v4 ready after 40.20267963409424s
Pipeline stage ISVCDeployer completed in 47.43s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3173294067382812s
Received healthy response to inference request in 1.501648187637329s
Received healthy response to inference request in 1.4991509914398193s
Received healthy response to inference request in 1.501690149307251s
Received healthy response to inference request in 1.4966251850128174s
5 requests
0 failed requests
5th percentile: 1.4971303462982177
10th percentile: 1.497635507583618
20th percentile: 1.498645830154419
30th percentile: 1.4996504306793212
40th percentile: 1.5006493091583253
50th percentile: 1.501648187637329
60th percentile: 1.501664972305298
70th percentile: 1.5016817569732666
80th percentile: 1.6648180007934572
90th percentile: 1.9910737037658692
95th percentile: 2.154201555252075
99th percentile: 2.28470383644104
mean time: 1.6632887840270996
Pipeline stage StressChecker completed in 9.02s
chaiml-augment-alignment_7339_v4 status is now deployed due to DeploymentManager action
chaiml-augment-alignment_7339_v4 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of chaiml-augment-alignment_7339_v4
Running pipeline stage ISVCDeleter
Checking if service chaiml-augment-alignment-7339-v4 is running
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 4.94s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key chaiml-augment-alignment-7339-v4/config.json from bucket guanaco-mkml-models
Deleting key chaiml-augment-alignment-7339-v4/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key chaiml-augment-alignment-7339-v4/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key chaiml-augment-alignment-7339-v4/tokenizer.json from bucket guanaco-mkml-models
Deleting key chaiml-augment-alignment-7339-v4/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key chaiml-augment-alignment-7339-v4_reward/config.json from bucket guanaco-reward-models
Deleting key chaiml-augment-alignment-7339-v4_reward/merges.txt from bucket guanaco-reward-models
Deleting key chaiml-augment-alignment-7339-v4_reward/reward.tensors from bucket guanaco-reward-models
Deleting key chaiml-augment-alignment-7339-v4_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key chaiml-augment-alignment-7339-v4_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key chaiml-augment-alignment-7339-v4_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key chaiml-augment-alignment-7339-v4_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.33s
chaiml-augment-alignment_7339_v4 status is now torndown due to DeploymentManager action