bbchicago-brt-v1-12-narr_4556

developer_uid: Bbbrun0

submission_id: bbchicago-brt-v1-12-narr_4556_v3

model_name: best_of_4_reward_medium

model_group: BBChicago/Brt_v1.12_narr

status: torndown

timestamp: 2024-08-14T04:16:51+00:00

num_battles: 13308

num_wins: 6121

celo_rating: 1192.44

family_friendly_score: 0.0

submission_type: basic

model_repo: BBChicago/Brt_v1.12_narration_alignment_s4500

model_architecture: LlamaForCausalLM

model_num_parameters: 8030261248.0

best_of: 4

max_input_tokens: 512

max_output_tokens: 64

display_name: best_of_4_reward_medium

is_internal_developer: False

language_model: BBChicago/Brt_v1.12_narration_alignment_s4500

model_size: 8B

ranking_group: single

us_pacific_date: 2024-08-13

win_ratio: 0.4599489029155395

generation_params: {'temperature': 1.0, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['<|eot_id|>', '\n', '\n\n{user_name}', '<|end_header_id|>'], 'max_input_tokens': 512, 'best_of': 4, 'max_output_tokens': 64, 'reward_max_token_input': 256}

formatter: {'memory_template': "<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\n{bot_name}'s Persona: {memory}\n\n", 'prompt_template': '{prompt}<|eot_id|>', 'bot_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{bot_name}: {message}<|eot_id|>', 'user_template': '<|start_header_id|>user<|end_header_id|>\n\n{user_name}: {message}<|eot_id|>', 'response_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{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'}

reward_repo: rirv938/reward_gpt2_medium_preference_24m_e2

Resubmit model

Running pipeline stage MKMLizer
Starting job with name bbchicago-brt-v1-12-narr-4556-v3-mkmlizer
Waiting for job on bbchicago-brt-v1-12-narr-4556-v3-mkmlizer to finish
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║                                                                     ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║  Version: 0.9.9                                                     ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║                                                                     ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║                                                                     ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ║                                                                     ║
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: quantized model in 29.101s
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: Processed model BBChicago/Brt_v1.12_narration_alignment_s4500 in 64.933s
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-v1-12-narr-4556-v3
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-v1-12-narr-4556-v3/config.json
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-v1-12-narr-4556-v3/tokenizer_config.json
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-v1-12-narr-4556-v3/special_tokens_map.json
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-v1-12-narr-4556-v3/tokenizer.json
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-v1-12-narr-4556-v3/flywheel_model.0.safetensors
bbchicago-brt-v1-12-narr-4556-v3-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-v1-12-narr-4556-v3-mkmlizer:   warnings.warn(
bbchicago-brt-v1-12-narr-4556-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-brt-v1-12-narr-4556-v3-mkmlizer:   warnings.warn(
bbchicago-brt-v1-12-narr-4556-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-brt-v1-12-narr-4556-v3-mkmlizer:   warnings.warn(
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: Saving duration: 0.333s
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: Processed model rirv938/reward_gpt2_medium_preference_24m_e2 in 5.515s
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-v1-12-narr-4556-v3_reward/merges.txt
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-v1-12-narr-4556-v3_reward/vocab.json
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-v1-12-narr-4556-v3_reward/tokenizer.json
bbchicago-brt-v1-12-narr-4556-v3-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-v1-12-narr-4556-v3_reward/reward.tensors
Job bbchicago-brt-v1-12-narr-4556-v3-mkmlizer completed after 101.32s with status: succeeded
Stopping job with name bbchicago-brt-v1-12-narr-4556-v3-mkmlizer
Failed to get response for submission mistralai-mistral-nemo-_9330_v47: ('http://mistralai-mistral-nemo-9330-v47-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Pipeline stage MKMLizer completed in 102.53s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-v1-12-narr-4556-v3
Waiting for inference service bbchicago-brt-v1-12-narr-4556-v3 to be ready
Failed to get response for submission mistralai-mistral-nemo-_9330_v47: ('http://mistralai-mistral-nemo-9330-v47-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission mistralai-mistral-nemo-_9330_v47: ('http://mistralai-mistral-nemo-9330-v47-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Inference service bbchicago-brt-v1-12-narr-4556-v3 ready after 300.4666244983673s
Pipeline stage ISVCDeployer completed in 302.28s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.264561653137207s
Received healthy response to inference request in 1.1578114032745361s
Received healthy response to inference request in 1.1814613342285156s
Received healthy response to inference request in 1.184269666671753s
Received healthy response to inference request in 1.157982349395752s
5 requests
0 failed requests
5th percentile: 1.1578455924987794
10th percentile: 1.1578797817230224
20th percentile: 1.1579481601715087
30th percentile: 1.1626781463623046
40th percentile: 1.1720697402954101
50th percentile: 1.1814613342285156
60th percentile: 1.1825846672058105
70th percentile: 1.1837080001831055
80th percentile: 1.4003280639648439
90th percentile: 1.8324448585510256
95th percentile: 2.048503255844116
99th percentile: 2.221349973678589
mean time: 1.3892172813415526
Pipeline stage StressChecker completed in 8.19s
bbchicago-brt-v1-12-narr_4556_v3 status is now deployed due to DeploymentManager action
bbchicago-brt-v1-12-narr_4556_v3 status is now inactive due to auto deactivation removed underperforming models
bbchicago-brt-v1-12-narr_4556_v3 status is now torndown due to DeploymentManager action