submission_id: bbchicago-brt-8b-l3-v1-3_6714_v2
developer_uid: Bbbrun0
best_of: 16
celo_rating: 1203.93
display_name: bbchicago-brt-8b-l3-v1-3_dpo_v4
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': 0.85, 'top_p': 0.5, 'min_p': 0.08, 'top_k': 50, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
is_internal_developer: False
language_model: BBChicago/Brt-8B-L3_v1.3-DPO_v4.0
max_input_tokens: 512
max_output_tokens: 64
model_architecture: LlamaForCausalLM
model_group: BBChicago/Brt-8B-L3_v1.3
model_name: bbchicago-brt-8b-l3-v1-3_dpo_v4
model_num_parameters: 8030261248.0
model_repo: BBChicago/Brt-8B-L3_v1.3-DPO_v4.0
model_size: 8B
num_battles: 13902
num_wins: 7567
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: ChaiML/reward_gpt2_medium_preference_24m_e2
status: torndown
submission_type: basic
timestamp: 2024-07-02T06:21:00+00:00
us_pacific_date: 2024-07-01
win_ratio: 0.5443101711983888
Resubmit model
Running pipeline stage MKMLizer
Starting job with name bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer to finish
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  Version: 0.8.14                                                    ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║  Expiration: 2024-07-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s
Connection pool is full, discarding connection: %s
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Failed to get response for submission neversleep-noromaid-v0-_8068_v106: no entry with id "neversleep-noromaid-v0-_8068_v106" found on database!
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Downloaded to shared memory in 26.197s
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: quantizing model to /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission neversleep-noromaid-v0-_8068_v106: no entry with id "neversleep-noromaid-v0-_8068_v106" found on database!
Failed to get response for submission neversleep-noromaid-v0-_8068_v106: no entry with id "neversleep-noromaid-v0-_8068_v106" found on database!
bbchicago-brt-8b-l3-v1-3-6714-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-v1-3-6714-v2-mkmlizer: quantized model in 24.257s
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.3-DPO_v4.0 in 50.454s
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-6714-v2
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-6714-v2/tokenizer_config.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-6714-v2/special_tokens_map.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-6714-v2/config.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-6714-v2/tokenizer.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-3-6714-v2/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:919: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:769: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:468: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/torch/_utils.py:831: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly.  To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer:   return self.fget.__get__(instance, owner)()
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Saving duration: 0.382s
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 4.901s
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/config.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/vocab.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/merges.txt
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-3-6714-v2_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer completed after 73.32s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-3-6714-v2-mkmlizer
Pipeline stage MKMLizer completed in 74.65s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-3-6714-v2
Waiting for inference service bbchicago-brt-8b-l3-v1-3-6714-v2 to be ready
Failed to get response for submission neversleep-noromaid-v0-_8068_v108: no entry with id "neversleep-noromaid-v0-_8068_v108" found on database!
Failed to get response for submission neversleep-noromaid-v0-_8068_v105: no entry with id "neversleep-noromaid-v0-_8068_v105" found on database!
Inference service bbchicago-brt-8b-l3-v1-3-6714-v2 ready after 40.29870009422302s
Pipeline stage ISVCDeployer completed in 47.15s
Running pipeline stage StressChecker
Failed to get response for submission neversleep-noromaid-v0-_8068_v106: no entry with id "neversleep-noromaid-v0-_8068_v106" found on database!
Received healthy response to inference request in 2.2431089878082275s
Received healthy response to inference request in 1.2880914211273193s
Received healthy response to inference request in 1.2834982872009277s
Received healthy response to inference request in 1.2884182929992676s
Received healthy response to inference request in 1.2792110443115234s
5 requests
0 failed requests
5th percentile: 1.2800684928894044
10th percentile: 1.2809259414672851
20th percentile: 1.2826408386230468
30th percentile: 1.284416913986206
40th percentile: 1.2862541675567627
50th percentile: 1.2880914211273193
60th percentile: 1.2882221698760987
70th percentile: 1.2883529186248779
80th percentile: 1.4793564319610597
90th percentile: 1.8612327098846437
95th percentile: 2.052170848846435
99th percentile: 2.2049213600158692
mean time: 1.476465606689453
Pipeline stage StressChecker completed in 8.04s
bbchicago-brt-8b-l3-v1-3_6714_v2 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-3_6714_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-3_6714_v2
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-3-6714-v2 is running
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 8.81s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-3-6714-v2/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-3-6714-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-3-6714-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-3-6714-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-3-6714-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-3-6714-v2_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-3-6714-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-3-6714-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-3-6714-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-3-6714-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-3-6714-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-3-6714-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.51s
bbchicago-brt-8b-l3-v1-3_6714_v2 status is now torndown due to DeploymentManager action