Running pipeline stage MKMLizer
Starting job with name bbchicago-test-113k-dpo-5640-v3-mkmlizer
Waiting for job on bbchicago-test-113k-dpo-5640-v3-mkmlizer to finish
bbchicago-test-113k-dpo-5640-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-test-113k-dpo-5640-v3-mkmlizer: ║ _____ __ __ ║
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bbchicago-test-113k-dpo-5640-v3-mkmlizer: ║ ║
bbchicago-test-113k-dpo-5640-v3-mkmlizer: ║ Version: 0.9.9 ║
bbchicago-test-113k-dpo-5640-v3-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
bbchicago-test-113k-dpo-5640-v3-mkmlizer: ║ https://mk1.ai ║
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bbchicago-test-113k-dpo-5640-v3-mkmlizer: ║ The license key for the current software has been verified as ║
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bbchicago-test-113k-dpo-5640-v3-mkmlizer: ║ Chai Research Corp. ║
bbchicago-test-113k-dpo-5640-v3-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
bbchicago-test-113k-dpo-5640-v3-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
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bbchicago-test-113k-dpo-5640-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:49914->127.0.0.1:8080: read: connection reset by peer\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
bbchicago-test-113k-dpo-5640-v3-mkmlizer: Downloaded to shared memory in 42.171s
bbchicago-test-113k-dpo-5640-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp2sv9sdn2, device:0
bbchicago-test-113k-dpo-5640-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-test-113k-dpo-5640-v3-mkmlizer: quantized model in 29.317s
bbchicago-test-113k-dpo-5640-v3-mkmlizer: Processed model BBChicago/test_113k_dpo_steps3000 in 71.488s
bbchicago-test-113k-dpo-5640-v3-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-test-113k-dpo-5640-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-test-113k-dpo-5640-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-test-113k-dpo-5640-v3
bbchicago-test-113k-dpo-5640-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-test-113k-dpo-5640-v3/config.json
bbchicago-test-113k-dpo-5640-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-test-113k-dpo-5640-v3/special_tokens_map.json
bbchicago-test-113k-dpo-5640-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-test-113k-dpo-5640-v3/tokenizer_config.json
bbchicago-test-113k-dpo-5640-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-test-113k-dpo-5640-v3/tokenizer.json
bbchicago-test-113k-dpo-5640-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-test-113k-dpo-5640-v3/flywheel_model.0.safetensors
bbchicago-test-113k-dpo-5640-v3-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-test-113k-dpo-5640-v3-mkmlizer:
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/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.
bbchicago-test-113k-dpo-5640-v3-mkmlizer: warnings.warn(
bbchicago-test-113k-dpo-5640-v3-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.
bbchicago-test-113k-dpo-5640-v3-mkmlizer: warnings.warn(
bbchicago-test-113k-dpo-5640-v3-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-test-113k-dpo-5640-v3-mkmlizer: warnings.warn(
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'activator request timeout')
bbchicago-test-113k-dpo-5640-v3-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-test-113k-dpo-5640-v3-mkmlizer: Saving duration: 1.410s
bbchicago-test-113k-dpo-5640-v3-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 11.310s
bbchicago-test-113k-dpo-5640-v3-mkmlizer: creating bucket guanaco-reward-models
bbchicago-test-113k-dpo-5640-v3-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-test-113k-dpo-5640-v3-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v3_reward
bbchicago-test-113k-dpo-5640-v3-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v3_reward/config.json
bbchicago-test-113k-dpo-5640-v3-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v3_reward/special_tokens_map.json
bbchicago-test-113k-dpo-5640-v3-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v3_reward/tokenizer_config.json
bbchicago-test-113k-dpo-5640-v3-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v3_reward/merges.txt
bbchicago-test-113k-dpo-5640-v3-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v3_reward/vocab.json
bbchicago-test-113k-dpo-5640-v3-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-test-113k-dpo-5640-v3_reward/tokenizer.json
Job bbchicago-test-113k-dpo-5640-v3-mkmlizer completed after 116.06s with status: succeeded
Stopping job with name bbchicago-test-113k-dpo-5640-v3-mkmlizer
Pipeline stage MKMLizer completed in 117.10s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.11s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-test-113k-dpo-5640-v3
Waiting for inference service bbchicago-test-113k-dpo-5640-v3 to be ready
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'dial tcp 127.0.0.1:8080: connect: connection refused\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'EOF\n')
Failed to get response for submission mistralai-mistral-nemo-_9330_v42: ('http://mistralai-mistral-nemo-9330-v42-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'dial tcp 127.0.0.1:8080: connect: connection refused\n')
Inference service bbchicago-test-113k-dpo-5640-v3 ready after 221.2783546447754s
Pipeline stage ISVCDeployer completed in 223.08s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2937917709350586s
Received healthy response to inference request in 1.5130589008331299s
Received healthy response to inference request in 1.465636968612671s
Received healthy response to inference request in 1.4381358623504639s
Received healthy response to inference request in 1.4982104301452637s
5 requests
0 failed requests
5th percentile: 1.4436360836029052
10th percentile: 1.4491363048553467
20th percentile: 1.4601367473602296
30th percentile: 1.4721516609191894
40th percentile: 1.4851810455322265
50th percentile: 1.4982104301452637
60th percentile: 1.50414981842041
70th percentile: 1.5100892066955567
80th percentile: 1.6692054748535157
90th percentile: 1.9814986228942872
95th percentile: 2.1376451969146726
99th percentile: 2.2625624561309814
mean time: 1.6417667865753174
Pipeline stage StressChecker completed in 9.23s
bbchicago-test-113k-dpo-_5640_v3 status is now deployed due to DeploymentManager action
bbchicago-test-113k-dpo-_5640_v3 status is now inactive due to auto deactivation removed underperforming models
bbchicago-test-113k-dpo-_5640_v3 status is now torndown due to DeploymentManager action