Running pipeline stage MKMLizer
Starting job with name zonemercy-lexical-nemo-v-1518-v7-mkmlizer
Waiting for job on zonemercy-lexical-nemo-v-1518-v7-mkmlizer to finish
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ _____ __ __ ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ /___/ ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ Version: 0.9.9 ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ https://mk1.ai ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ The license key for the current software has been verified as ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ belonging to: ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ Chai Research Corp. ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ║ ║
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: Downloaded to shared memory in 61.311s
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6nbx20oc, device:0
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: quantized model in 40.429s
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: Processed model zonemercy/Lexical-Nemo-v4-1k1e5 in 101.740s
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: creating bucket guanaco-mkml-models
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/zonemercy-lexical-nemo-v-1518-v7
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/zonemercy-lexical-nemo-v-1518-v7/config.json
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/zonemercy-lexical-nemo-v-1518-v7/special_tokens_map.json
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/zonemercy-lexical-nemo-v-1518-v7/tokenizer_config.json
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/zonemercy-lexical-nemo-v-1518-v7/tokenizer.json
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/zonemercy-lexical-nemo-v-1518-v7/flywheel_model.0.safetensors
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: loading reward model from ChaiML/gpt2_xl_pairwise_89m_step_347634
zonemercy-lexical-nemo-v-1518-v7-mkmlizer:
Loading 0: 0%| | 0/363 [00:00<?, ?it/s]
Loading 0: 1%|▏ | 5/363 [00:00<00:15, 23.86it/s]
Loading 0: 3%|▎ | 10/363 [00:00<00:12, 29.30it/s]
Loading 0: 4%|▍ | 14/363 [00:00<00:13, 25.95it/s]
Loading 0: 6%|▌ | 21/363 [00:00<00:09, 36.71it/s]
Loading 0: 7%|▋ | 26/363 [00:01<00:15, 21.89it/s]
Loading 0: 9%|▉ | 32/363 [00:01<00:13, 24.22it/s]
Loading 0: 11%|█ | 39/363 [00:01<00:10, 29.75it/s]
Loading 0: 12%|█▏ | 43/363 [00:01<00:11, 28.82it/s]
Loading 0: 13%|█▎ | 48/363 [00:01<00:10, 30.81it/s]
Loading 0: 14%|█▍ | 52/363 [00:01<00:10, 29.20it/s]
Loading 0: 15%|█▌ | 56/363 [00:01<00:10, 29.72it/s]
Loading 0: 17%|█▋ | 61/363 [00:02<00:11, 25.54it/s]
Loading 0: 18%|█▊ | 64/363 [00:02<00:13, 22.82it/s]
Loading 0: 20%|█▉ | 71/363 [00:02<00:09, 29.68it/s]
Loading 0: 21%|██ | 75/363 [00:02<00:10, 28.78it/s]
Loading 0: 22%|██▏ | 79/363 [00:02<00:10, 28.04it/s]
Loading 0: 23%|██▎ | 84/363 [00:02<00:09, 30.37it/s]
Loading 0: 24%|██▍ | 88/363 [00:03<00:09, 29.20it/s]
Loading 0: 26%|██▌ | 93/363 [00:03<00:08, 31.21it/s]
Loading 0: 27%|██▋ | 97/363 [00:03<00:08, 29.78it/s]
Loading 0: 28%|██▊ | 101/363 [00:03<00:11, 23.76it/s]
Loading 0: 29%|██▊ | 104/363 [00:03<00:12, 21.27it/s]
Loading 0: 31%|███ | 111/363 [00:04<00:08, 28.05it/s]
Loading 0: 32%|███▏ | 115/363 [00:04<00:08, 27.71it/s]
Loading 0: 33%|███▎ | 120/363 [00:04<00:08, 30.00it/s]
Loading 0: 34%|███▍ | 124/363 [00:04<00:08, 28.87it/s]
Loading 0: 36%|███▌ | 129/363 [00:04<00:07, 31.23it/s]
Loading 0: 37%|███▋ | 133/363 [00:04<00:07, 29.63it/s]
Loading 0: 38%|███▊ | 137/363 [00:04<00:07, 29.90it/s]
Loading 0: 39%|███▉ | 142/363 [00:05<00:08, 25.12it/s]
Loading 0: 40%|███▉ | 145/363 [00:05<00:09, 23.81it/s]
Loading 0: 41%|████ | 149/363 [00:05<00:09, 23.04it/s]
Loading 0: 43%|████▎ | 156/363 [00:05<00:07, 29.53it/s]
Loading 0: 44%|████▍ | 160/363 [00:05<00:07, 28.82it/s]
Loading 0: 45%|████▌ | 165/363 [00:05<00:06, 31.03it/s]
Loading 0: 47%|████▋ | 169/363 [00:06<00:06, 29.64it/s]
Loading 0: 48%|████▊ | 174/363 [00:06<00:06, 31.18it/s]
Loading 0: 49%|████▉ | 178/363 [00:06<00:06, 29.87it/s]
Loading 0: 50%|█████ | 182/363 [00:06<00:07, 23.51it/s]
Loading 0: 51%|█████ | 185/363 [00:06<00:08, 21.43it/s]
Loading 0: 53%|█████▎ | 192/363 [00:06<00:06, 28.21it/s]
Loading 0: 54%|█████▍ | 196/363 [00:07<00:05, 27.85it/s]
Loading 0: 55%|█████▌ | 201/363 [00:07<00:05, 30.43it/s]
Loading 0: 56%|█████▋ | 205/363 [00:07<00:05, 29.32it/s]
Loading 0: 58%|█████▊ | 210/363 [00:07<00:04, 31.66it/s]
Loading 0: 59%|█████▉ | 214/363 [00:07<00:04, 30.02it/s]
Loading 0: 60%|██████ | 218/363 [00:07<00:04, 29.72it/s]
Loading 0: 61%|██████▏ | 223/363 [00:08<00:05, 25.21it/s]
Loading 0: 62%|██████▏ | 226/363 [00:08<00:05, 23.74it/s]
Loading 0: 63%|██████▎ | 230/363 [00:08<00:05, 22.87it/s]
Loading 0: 65%|██████▌ | 237/363 [00:08<00:04, 29.65it/s]
Loading 0: 66%|██████▋ | 241/363 [00:08<00:04, 28.88it/s]
Loading 0: 68%|██████▊ | 246/363 [00:08<00:03, 31.20it/s]
Loading 0: 69%|██████▉ | 250/363 [00:08<00:03, 29.91it/s]
Loading 0: 70%|███████ | 255/363 [00:09<00:03, 32.08it/s]
Loading 0: 71%|███████▏ | 259/363 [00:09<00:03, 30.34it/s]
Loading 0: 72%|███████▏ | 263/363 [00:09<00:04, 24.30it/s]
Loading 0: 73%|███████▎ | 266/363 [00:09<00:04, 21.83it/s]
Loading 0: 75%|███████▌ | 273/363 [00:09<00:03, 28.76it/s]
Loading 0: 76%|███████▋ | 277/363 [00:09<00:03, 27.50it/s]
Loading 0: 78%|███████▊ | 282/363 [00:10<00:02, 29.54it/s]
Loading 0: 79%|███████▉ | 286/363 [00:10<00:02, 28.57it/s]
Loading 0: 80%|████████ | 291/363 [00:10<00:02, 30.71it/s]
Loading 0: 81%|████████▏ | 295/363 [00:10<00:02, 29.14it/s]
Loading 0: 82%|████████▏ | 299/363 [00:10<00:02, 29.22it/s]
Loading 0: 84%|████████▎ | 304/363 [00:10<00:02, 24.45it/s]
Loading 0: 85%|████████▍ | 307/363 [00:11<00:02, 23.54it/s]
Loading 0: 86%|████████▌ | 311/363 [00:11<00:02, 22.90it/s]
Loading 0: 88%|████████▊ | 318/363 [00:11<00:01, 29.27it/s]
Loading 0: 89%|████████▊ | 322/363 [00:11<00:01, 28.52it/s]
Loading 0: 90%|█████████ | 327/363 [00:11<00:01, 30.66it/s]
Loading 0: 91%|█████████ | 331/363 [00:11<00:01, 29.14it/s]
Loading 0: 93%|█████████▎| 336/363 [00:12<00:00, 30.97it/s]
Loading 0: 94%|█████████▎| 340/363 [00:12<00:00, 29.93it/s]
Loading 0: 95%|█████████▍| 344/363 [00:19<00:09, 1.98it/s]
Loading 0: 96%|█████████▌| 348/363 [00:19<00:05, 2.67it/s]
Loading 0: 97%|█████████▋| 353/363 [00:19<00:02, 3.88it/s]
Loading 0: 98%|█████████▊| 357/363 [00:19<00:01, 5.02it/s]
/opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:957: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: warnings.warn(
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:785: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: warnings.warn(
zonemercy-lexical-nemo-v-1518-v7-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.
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: warnings.warn(
zonemercy-lexical-nemo-v-1518-v7-mkmlizer:
Downloading shards: 0%| | 0/2 [00:00<?, ?it/s]
Downloading shards: 50%|█████ | 1/2 [00:05<00:05, 5.65s/it]
Downloading shards: 100%|██████████| 2/2 [00:08<00:00, 4.20s/it]
Downloading shards: 100%|██████████| 2/2 [00:08<00:00, 4.42s/it]
zonemercy-lexical-nemo-v-1518-v7-mkmlizer:
Loading checkpoint shards: 0%| | 0/2 [00:00<?, ?it/s]
Loading checkpoint shards: 50%|█████ | 1/2 [00:00<00:00, 2.38it/s]
Loading checkpoint shards: 100%|██████████| 2/2 [00:00<00:00, 3.97it/s]
Loading checkpoint shards: 100%|██████████| 2/2 [00:00<00:00, 3.61it/s]
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: Saving duration: 1.339s
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: Processed model ChaiML/gpt2_xl_pairwise_89m_step_347634 in 13.668s
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: creating bucket guanaco-reward-models
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: Bucket 's3://guanaco-reward-models/' created
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/zonemercy-lexical-nemo-v-1518-v7_reward
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/zonemercy-lexical-nemo-v-1518-v7_reward/tokenizer_config.json
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/zonemercy-lexical-nemo-v-1518-v7_reward/special_tokens_map.json
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/zonemercy-lexical-nemo-v-1518-v7_reward/vocab.json
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/zonemercy-lexical-nemo-v-1518-v7_reward/tokenizer.json
zonemercy-lexical-nemo-v-1518-v7-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/zonemercy-lexical-nemo-v-1518-v7_reward/reward.tensors
Job zonemercy-lexical-nemo-v-1518-v7-mkmlizer completed after 147.12s with status: succeeded
Stopping job with name zonemercy-lexical-nemo-v-1518-v7-mkmlizer
Pipeline stage MKMLizer completed in 148.19s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service zonemercy-lexical-nemo-v-1518-v7
Waiting for inference service zonemercy-lexical-nemo-v-1518-v7 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service zonemercy-lexical-nemo-v-1518-v7 ready after 161.01670360565186s
Pipeline stage ISVCDeployer completed in 163.65s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4280154705047607s
Received healthy response to inference request in 1.5755352973937988s
Received healthy response to inference request in 1.5736756324768066s
Received healthy response to inference request in 1.573690414428711s
Received healthy response to inference request in 1.6131761074066162s
5 requests
0 failed requests
5th percentile: 1.5736785888671876
10th percentile: 1.5736815452575683
20th percentile: 1.57368745803833
30th percentile: 1.5740593910217284
40th percentile: 1.5747973442077636
50th percentile: 1.5755352973937988
60th percentile: 1.5905916213989257
70th percentile: 1.6056479454040526
80th percentile: 1.7761439800262453
90th percentile: 2.102079725265503
95th percentile: 2.2650475978851317
99th percentile: 2.395421895980835
mean time: 1.7528185844421387
Pipeline stage StressChecker completed in 9.47s
zonemercy-lexical-nemo-v_1518_v7 status is now deployed due to DeploymentManager action
zonemercy-lexical-nemo-v_1518_v7 status is now inactive due to auto deactivation removed underperforming models
zonemercy-lexical-nemo-v_1518_v7 status is now torndown due to DeploymentManager action