bbchicago-brt-8b-l3-v1-9_2176

submission_id: bbchicago-brt-8b-l3-v1-9_2176_v1
developer_uid: Bbbrun0
best_of: 16
celo_rating: 1243.79
display_name: bbchicago-brt-v1_9-dpo-s5900
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': 16, 'max_output_tokens': 64, 'reward_max_token_input': 256}
is_internal_developer: False
language_model: BBChicago/Brt-8B-L3_v1.9_with_dpo_lora_s5900
max_input_tokens: 512
max_output_tokens: 64
model_architecture: LlamaForCausalLM
model_group: BBChicago/Brt-8B-L3_v1.9
model_name: bbchicago-brt-v1_9-dpo-s5900
model_num_parameters: 8030261248.0
model_repo: BBChicago/Brt-8B-L3_v1.9_with_dpo_lora_s5900
model_size: 8B
num_battles: 21732
num_wins: 11910
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: Jellywibble/gpt2_xl_pairwise_89m_step_347634
status: torndown
submission_type: basic
timestamp: 2024-07-24T08:07:08+00:00
us_pacific_date: 2024-07-24
win_ratio: 0.5480397570403093
Download Preference Data
Resubmit model
Running pipeline stage MKMLizer
Starting job with name bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer to finish
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║  Version: 0.9.6                                                     ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: Downloaded to shared memory in 57.627s
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmprxccyjut, device:0
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-9-2176-v1-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-v1-9-2176-v1-mkmlizer: quantized model in 28.696s
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.9_with_dpo_lora_s5900 in 86.323s
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-9-2176-v1
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-9-2176-v1/config.json
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-9-2176-v1/special_tokens_map.json
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-9-2176-v1/tokenizer_config.json
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-9-2176-v1/tokenizer.json
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-9-2176-v1/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-9-2176-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-v1-9-2176-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-9-2176-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-v1-9-2176-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-9-2176-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-v1-9-2176-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: Saving duration: 1.421s
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 10.604s
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-9-2176-v1_reward
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-9-2176-v1_reward/config.json
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-9-2176-v1_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-9-2176-v1_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-9-2176-v1_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer completed after 125.22s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-9-2176-v1-mkmlizer
Pipeline stage MKMLizer completed in 126.33s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.08s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-9-2176-v1
Waiting for inference service bbchicago-brt-8b-l3-v1-9-2176-v1 to be ready
Inference service bbchicago-brt-8b-l3-v1-9-2176-v1 ready after 50.516974449157715s
Pipeline stage ISVCDeployer completed in 52.27s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.245635509490967s
Received healthy response to inference request in 1.3906528949737549s
Received healthy response to inference request in 1.4076206684112549s
Received healthy response to inference request in 1.3855581283569336s
Received healthy response to inference request in 1.3927574157714844s
5 requests
0 failed requests
5th percentile: 1.3865770816802978
10th percentile: 1.387596035003662
20th percentile: 1.3896339416503907
30th percentile: 1.3910737991333009
40th percentile: 1.3919156074523926
50th percentile: 1.3927574157714844
60th percentile: 1.3987027168273927
70th percentile: 1.4046480178833007
80th percentile: 1.5752236366271974
90th percentile: 1.9104295730590821
95th percentile: 2.0780325412750242
99th percentile: 2.212114915847778
mean time: 1.5644449234008788
Pipeline stage StressChecker completed in 8.46s
bbchicago-brt-8b-l3-v1-9_2176_v1 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-9_2176_v1 status is now inactive due to auto deactivation removed underperforming models
bbchicago-brt-8b-l3-v1-9_2176_v1 status is now deployed due to admin request
bbchicago-brt-8b-l3-v1-9_2176_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-9_2176_v1
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-9-2176-v1 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-9-2176-v1
Service bbchicago-brt-8b-l3-v1-9-2176-v1 has been torndown
Pipeline stage ISVCDeleter completed in 4.68s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-9-2176-v1/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-9-2176-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-9-2176-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-9-2176-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-9-2176-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-9-2176-v1_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-9-2176-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-9-2176-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-9-2176-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-9-2176-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-9-2176-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-9-2176-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.37s
bbchicago-brt-8b-l3-v1-9_2176_v1 status is now torndown due to DeploymentManager action