bbchicago-brt-8b-l3-v1-_4895

developer_uid: Bbbrun0

submission_id: bbchicago-brt-8b-l3-v1-_4895_v33

model_name: brt-v1_7-dpo-s2500-b16-gpt2

model_group: BBChicago/Brt-8B-L3_v1.7

status: torndown

timestamp: 2024-07-26T08:55:09+00:00

num_battles: 11095

num_wins: 5765

celo_rating: 1219.01

family_friendly_score: 0.0

submission_type: basic

model_repo: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s2500

model_architecture: LlamaForCausalLM

reward_repo: rirv938/reward_gpt2_medium_preference_24m_e2

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

display_name: brt-v1_7-dpo-s2500-b16-gpt2

is_internal_developer: False

language_model: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s2500

model_size: 8B

ranking_group: single

us_pacific_date: 2024-07-26

win_ratio: 0.519603424966201

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, 'reward_max_token_input': 256}

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-v1-4895-v33-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer to finish
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║     _____            __           __                                ║
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bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║  Version: 0.9.7                                                     ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: Downloaded to shared memory in 37.929s
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpw7fi0z04, device:0
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: quantized model in 29.042s
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s2500 in 66.971s
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v33
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v33/config.json
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v33/special_tokens_map.json
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v33/tokenizer_config.json
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v33/tokenizer.json
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v33/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: loading reward model from rirv938/reward_gpt2_medium_preference_24m_e2
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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-brt-8b-l3-v1-4895-v33-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v33-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-brt-8b-l3-v1-4895-v33-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v33-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-v1-4895-v33-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: Saving duration: 0.327s
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: Processed model rirv938/reward_gpt2_medium_preference_24m_e2 in 6.343s
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v33_reward
bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v33_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer completed after 107.19s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-4895-v33-mkmlizer
Pipeline stage MKMLizer completed in 108.28s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-4895-v33
Waiting for inference service bbchicago-brt-8b-l3-v1-4895-v33 to be ready
Inference service bbchicago-brt-8b-l3-v1-4895-v33 ready after 80.78875041007996s
Pipeline stage ISVCDeployer completed in 82.45s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3515849113464355s
Received healthy response to inference request in 1.2273898124694824s
Received healthy response to inference request in 1.2123887538909912s
Received healthy response to inference request in 1.2089545726776123s
Received healthy response to inference request in 1.2011168003082275s
5 requests
0 failed requests
5th percentile: 1.2026843547821044
10th percentile: 1.2042519092559814
20th percentile: 1.2073870182037354
30th percentile: 1.209641408920288
40th percentile: 1.2110150814056397
50th percentile: 1.2123887538909912
60th percentile: 1.2183891773223876
70th percentile: 1.2243896007537842
80th percentile: 1.4522288322448733
90th percentile: 1.9019068717956544
95th percentile: 2.1267458915710447
99th percentile: 2.3066171073913573
mean time: 1.44028697013855
Pipeline stage StressChecker completed in 7.88s
bbchicago-brt-8b-l3-v1-_4895_v33 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-_4895_v33 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-_4895_v33
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-4895-v33 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-4895-v33
Service bbchicago-brt-8b-l3-v1-4895-v33 has been torndown
Pipeline stage ISVCDeleter completed in 5.07s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-4895-v33/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v33/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v33/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v33/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v33/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-4895-v33_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v33_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v33_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v33_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v33_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v33_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v33_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.75s
bbchicago-brt-8b-l3-v1-_4895_v33 status is now torndown due to DeploymentManager action