bbchicago-brt-8b-l3-v1-6_7358

developer_uid: Bbbrun0

submission_id: bbchicago-brt-8b-l3-v1-6_7358_v2

model_name: bbchicago-brt-v1_6-dpo-s3500

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

status: torndown

timestamp: 2024-07-18T05:09:32+00:00

num_battles: 14394

num_wins: 7765

celo_rating: 1218.83

family_friendly_score: 0.0

submission_type: basic

model_repo: BBChicago/Brt-8B-L3_v1.6_DPO_steps_3500

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-s3500

is_internal_developer: False

language_model: BBChicago/Brt-8B-L3_v1.6_DPO_steps_3500

model_size: 8B

ranking_group: single

us_pacific_date: 2024-07-17

win_ratio: 0.539460886480478

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-v1-6-7358-v2-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer to finish
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║  Version: 0.9.5.post3                                               ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: 
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Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: quantized model in 24.929s
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.6_DPO_steps_3500 in 71.052s
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-7358-v2
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-7358-v2/config.json
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-7358-v2/special_tokens_map.json
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-7358-v2/tokenizer_config.json
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-7358-v2/tokenizer.json
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-7358-v2/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-6-7358-v2-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-v1-6-7358-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-6-7358-v2-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-v1-6-7358-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-6-7358-v2-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-v1-6-7358-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: Saving duration: 1.728s
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 11.210s
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-7358-v2_reward
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-7358-v2_reward/config.json
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-7358-v2_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-7358-v2_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-7358-v2_reward/merges.txt
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-7358-v2_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-7358-v2_reward/vocab.json
Connection pool is full, discarding connection: %s. Connection pool size: %s
bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-7358-v2_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer completed after 142.46s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-6-7358-v2-mkmlizer
Pipeline stage MKMLizer completed in 143.48s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-6-7358-v2
Waiting for inference service bbchicago-brt-8b-l3-v1-6-7358-v2 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service bbchicago-brt-8b-l3-v1-6-7358-v2 ready after 91.989506483078s
Pipeline stage ISVCDeployer completed in 93.25s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2259843349456787s
Received healthy response to inference request in 1.4144628047943115s
Received healthy response to inference request in 1.4077699184417725s
Received healthy response to inference request in 1.4117820262908936s
Received healthy response to inference request in 1.4085114002227783s
5 requests
0 failed requests
5th percentile: 1.4079182147979736
10th percentile: 1.4080665111541748
20th percentile: 1.4083631038665771
30th percentile: 1.4091655254364013
40th percentile: 1.4104737758636474
50th percentile: 1.4117820262908936
60th percentile: 1.4128543376922607
70th percentile: 1.413926649093628
80th percentile: 1.576767110824585
90th percentile: 1.901375722885132
95th percentile: 2.063680028915405
99th percentile: 2.193523473739624
mean time: 1.573702096939087
Pipeline stage StressChecker completed in 8.57s
bbchicago-brt-8b-l3-v1-6_7358_v2 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-6_7358_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-6_7358_v2
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-6-7358-v2 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-6-7358-v2
Service bbchicago-brt-8b-l3-v1-6-7358-v2 has been torndown
Pipeline stage ISVCDeleter completed in 5.45s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-6-7358-v2/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-7358-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-7358-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-7358-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-7358-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-6-7358-v2_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-7358-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-7358-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-7358-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-7358-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-7358-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-7358-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.40s
bbchicago-brt-8b-l3-v1-6_7358_v2 status is now torndown due to DeploymentManager action