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

submission_id: bbchicago-brt-8b-l3-v1-_4895_v31

developer_uid: Bbbrun0

best_of: 4

celo_rating: 1206.49

display_name: brt-v1_7-dpo-s2500-b4-gpt2

family_friendly_score: 0.0

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}

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': 4, 'max_output_tokens': 64, 'reward_max_token_input': 256}

is_internal_developer: False

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

max_input_tokens: 512

max_output_tokens: 64

model_architecture: LlamaForCausalLM

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

model_name: brt-v1_7-dpo-s2500-b4-gpt2

model_num_parameters: 8030261248.0

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

model_size: 8B

num_battles: 10688

num_wins: 5353

ranking_group: single

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'}

reward_repo: rirv938/reward_gpt2_medium_preference_24m_e2

status: torndown

submission_type: basic

timestamp: 2024-07-26T08:45:10+00:00

us_pacific_date: 2024-07-26

win_ratio: 0.5008420658682635

Download Preference Data

Resubmit model

Running pipeline stage MKMLizer
Starting job with name bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer to finish
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║  Version: 0.9.7                                                     ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: Downloaded to shared memory in 41.512s
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpr93vhrro, device:0
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: quantized model in 28.895s
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s2500 in 70.407s
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v31
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v31/special_tokens_map.json
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v31/config.json
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v31/tokenizer_config.json
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v31/tokenizer.json
bbchicago-brt-8b-l3-v1-4895-v31-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-v31-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v31-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-v31-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v31-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-v31-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: Saving duration: 0.343s
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: Processed model rirv938/reward_gpt2_medium_preference_24m_e2 in 6.888s
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v31_reward
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v31_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v31_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer completed after 104.85s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-4895-v31-mkmlizer
Pipeline stage MKMLizer completed in 105.98s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.08s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-4895-v31
Waiting for inference service bbchicago-brt-8b-l3-v1-4895-v31 to be ready
Inference service bbchicago-brt-8b-l3-v1-4895-v31 ready after 70.78217101097107s
Pipeline stage ISVCDeployer completed in 72.36s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9233512878417969s
Received healthy response to inference request in 1.0911593437194824s
Received healthy response to inference request in 0.9371488094329834s
Received healthy response to inference request in 1.0196077823638916s
Received healthy response to inference request in 0.951364278793335s
5 requests
0 failed requests
5th percentile: 0.9399919033050537
10th percentile: 0.942834997177124
20th percentile: 0.9485211849212647
30th percentile: 0.9650129795074462
40th percentile: 0.9923103809356689
50th percentile: 1.0196077823638916
60th percentile: 1.0482284069061278
70th percentile: 1.0768490314483643
80th percentile: 1.2575977325439456
90th percentile: 1.5904745101928712
95th percentile: 1.7569128990173337
99th percentile: 1.8900636100769042
mean time: 1.184526300430298
Pipeline stage StressChecker completed in 6.57s
bbchicago-brt-8b-l3-v1-_4895_v31 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-_4895_v31 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-_4895_v31
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-4895-v31 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-4895-v31
Service bbchicago-brt-8b-l3-v1-4895-v31 has been torndown
Pipeline stage ISVCDeleter completed in 4.54s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-4895-v31/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v31/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v31/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v31/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v31/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-4895-v31_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v31_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v31_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v31_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v31_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v31_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v31_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.40s
bbchicago-brt-8b-l3-v1-_4895_v31 status is now torndown due to DeploymentManager action