bbchicago-brt-8b-l3-v1-6_6422

developer_uid: Bbbrun0

submission_id: bbchicago-brt-8b-l3-v1-6_6422_v1

model_name: bbchicago-brt-v1_6-dpo-s5000

model_group: BBChicago/Brt-8B-L3_v1.6

status: torndown

timestamp: 2024-07-18T04:58:30+00:00

num_battles: 14557

num_wins: 7853

celo_rating: 1218.16

family_friendly_score: 0.0

submission_type: basic

model_repo: BBChicago/Brt-8B-L3_v1.6_DPO_steps_5000

model_architecture: LlamaForCausalLM

reward_repo: Jellywibble/gpt2_xl_pairwise_89m_step_347634

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

display_name: bbchicago-brt-v1_6-dpo-s5000

is_internal_developer: False

language_model: BBChicago/Brt-8B-L3_v1.6_DPO_steps_5000

model_size: 8B

ranking_group: single

us_pacific_date: 2024-07-17

win_ratio: 0.5394655492203064

generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|end_header_id|>', '<|eot_id|>', '\n\n{user_name}'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

reward_formatter: {'bot_template': '{bot_name}: {message}\n', 'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'response_template': '{bot_name}:', 'truncate_by_message': False, 'user_template': '{user_name}: {message}\n'}

Resubmit model

Running pipeline stage MKMLizer
Starting job with name bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer to finish
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║  Version: 0.9.5.post3                                               ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: Downloaded to shared memory in 33.451s
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpqatioc41, device:0
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: 
Loading 0:   0%|          | 0/291 [00:00<?, ?it/s]
Loading 0:   4%|▍         | 12/291 [00:00<00:02, 117.98it/s]
Loading 0:   8%|▊         | 24/291 [00:00<00:02, 115.34it/s]
Loading 0:  13%|█▎        | 39/291 [00:00<00:01, 129.35it/s]
Loading 0:  18%|█▊        | 52/291 [00:00<00:01, 125.26it/s]
Loading 0:  23%|██▎       | 66/291 [00:00<00:01, 127.21it/s]
Loading 0:  27%|██▋       | 79/291 [00:00<00:01, 120.76it/s]
Loading 0:  32%|███▏      | 92/291 [00:01<00:03, 54.62it/s] 
Loading 0:  35%|███▌      | 103/291 [00:01<00:03, 62.18it/s]
Loading 0:  40%|████      | 117/291 [00:01<00:02, 75.95it/s]
Loading 0:  45%|████▍     | 130/291 [00:01<00:01, 85.77it/s]
Loading 0:  49%|████▉     | 144/291 [00:01<00:01, 97.21it/s]
Loading 0:  54%|█████▍    | 157/291 [00:01<00:01, 102.46it/s]
Loading 0:  58%|█████▊    | 169/291 [00:01<00:01, 103.60it/s]
Loading 0:  62%|██████▏   | 181/291 [00:01<00:01, 106.38it/s]
Loading 0:  66%|██████▋   | 193/291 [00:02<00:01, 55.77it/s] 
Loading 0:  71%|███████   | 207/291 [00:02<00:01, 69.42it/s]
Loading 0:  76%|███████▌  | 220/291 [00:02<00:00, 79.84it/s]
Loading 0:  80%|███████▉  | 232/291 [00:02<00:00, 88.10it/s]
Loading 0:  85%|████████▍ | 246/291 [00:02<00:00, 93.68it/s]
Loading 0:  89%|████████▊ | 258/291 [00:02<00:00, 92.76it/s]
Loading 0:  93%|█████████▎| 270/291 [00:03<00:00, 98.15it/s]
Loading 0:  97%|█████████▋| 281/291 [00:03<00:00, 97.71it/s]
                                                            
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: quantized model in 30.119s
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.6_DPO_steps_5000 in 63.571s
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6422-v1
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6422-v1/config.json
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6422-v1/special_tokens_map.json
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6422-v1/tokenizer_config.json
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6422-v1/tokenizer.json
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6422-v1/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-6-6422-v1-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-v1-6-6422-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-6-6422-v1-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-v1-6-6422-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-6-6422-v1-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-v1-6-6422-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: Saving duration: 2.318s
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 13.894s
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6422-v1_reward
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6422-v1_reward/config.json
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6422-v1_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6422-v1_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6422-v1_reward/merges.txt
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6422-v1_reward/vocab.json
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6422-v1_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6422-v1_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer completed after 110.1s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-6-6422-v1-mkmlizer
Pipeline stage MKMLizer completed in 111.27s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.08s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-6-6422-v1
Waiting for inference service bbchicago-brt-8b-l3-v1-6-6422-v1 to be ready
Inference service bbchicago-brt-8b-l3-v1-6-6422-v1 ready after 91.42762923240662s
Pipeline stage ISVCDeployer completed in 93.40s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1800897121429443s
Received healthy response to inference request in 1.450925588607788s
Received healthy response to inference request in 1.4107284545898438s
Received healthy response to inference request in 1.3870043754577637s
Received healthy response to inference request in 1.4213182926177979s
5 requests
0 failed requests
5th percentile: 1.3917491912841797
10th percentile: 1.3964940071105958
20th percentile: 1.4059836387634277
30th percentile: 1.4128464221954347
40th percentile: 1.4170823574066163
50th percentile: 1.4213182926177979
60th percentile: 1.433161211013794
70th percentile: 1.44500412940979
80th percentile: 1.5967584133148194
90th percentile: 1.888424062728882
95th percentile: 2.034256887435913
99th percentile: 2.150923147201538
mean time: 1.5700132846832275
Pipeline stage StressChecker completed in 8.51s
bbchicago-brt-8b-l3-v1-6_6422_v1 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-6_6422_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-6_6422_v1
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-6-6422-v1 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-6-6422-v1
Service bbchicago-brt-8b-l3-v1-6-6422-v1 has been torndown
Pipeline stage ISVCDeleter completed in 5.23s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-6-6422-v1/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-6422-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-6422-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-6422-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-6422-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-6-6422-v1_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6422-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6422-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6422-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6422-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6422-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6422-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.89s
bbchicago-brt-8b-l3-v1-6_6422_v1 status is now torndown due to DeploymentManager action