bbchicago-brt-8b-l3-v1-6_6213

submission_id: bbchicago-brt-8b-l3-v1-6_6213_v1

developer_uid: Bbbrun0

best_of: 16

celo_rating: 1216.09

display_name: bbchicago-brt-v1_6-dpo-s4000

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}

is_internal_developer: False

language_model: BBChicago/Brt-8B-L3_v1.6_DPO_steps_4000

max_input_tokens: 512

max_output_tokens: 64

model_architecture: LlamaForCausalLM

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

model_name: bbchicago-brt-v1_6-dpo-s4000

model_num_parameters: 8030261248.0

model_repo: BBChicago/Brt-8B-L3_v1.6_DPO_steps_4000

model_size: 8B

num_battles: 14898

num_wins: 7979

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: 2024-07-18T04:57:54+00:00

us_pacific_date: 2024-07-17

win_ratio: 0.5355752449993287

Resubmit model

Running pipeline stage MKMLizer
Starting job with name bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer to finish
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║  Version: 0.9.5.post3                                               ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: Downloaded to shared memory in 33.708s
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp_8ezlh6g, device:0
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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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-v1-6-6213-v1-mkmlizer: quantized model in 29.234s
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.6_DPO_steps_4000 in 62.942s
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6213-v1
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6213-v1/special_tokens_map.json
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6213-v1/config.json
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6213-v1/tokenizer_config.json
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6213-v1/tokenizer.json
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6213-v1/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-6-6213-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-v1-6-6213-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-6-6213-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-v1-6-6213-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-6-6213-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-v1-6-6213-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: Saving duration: 2.239s
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 13.468s
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6213-v1_reward
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6213-v1_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6213-v1_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6213-v1_reward/config.json
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6213-v1_reward/merges.txt
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6213-v1_reward/vocab.json
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6213-v1_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6213-v1_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer completed after 119.28s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-6-6213-v1-mkmlizer
Pipeline stage MKMLizer completed in 120.49s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.11s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-6-6213-v1
Waiting for inference service bbchicago-brt-8b-l3-v1-6-6213-v1 to be ready
Inference service bbchicago-brt-8b-l3-v1-6-6213-v1 ready after 51.6662278175354s
Pipeline stage ISVCDeployer completed in 53.56s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.168292760848999s
Received healthy response to inference request in 1.4168899059295654s
Received healthy response to inference request in 1.391922950744629s
Received healthy response to inference request in 1.4291303157806396s
Received healthy response to inference request in 1.397111415863037s
5 requests
0 failed requests
5th percentile: 1.3929606437683106
10th percentile: 1.3939983367919921
20th percentile: 1.3960737228393554
30th percentile: 1.4010671138763429
40th percentile: 1.4089785099029541
50th percentile: 1.4168899059295654
60th percentile: 1.4217860698699951
70th percentile: 1.4266822338104248
80th percentile: 1.5769628047943116
90th percentile: 1.8726277828216553
95th percentile: 2.020460271835327
99th percentile: 2.1387262630462645
mean time: 1.560669469833374
Pipeline stage StressChecker completed in 8.44s
bbchicago-brt-8b-l3-v1-6_6213_v1 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-6_6213_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-6_6213_v1
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-6-6213-v1 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-6-6213-v1
Service bbchicago-brt-8b-l3-v1-6-6213-v1 has been torndown
Pipeline stage ISVCDeleter completed in 4.62s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-6-6213-v1/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-6213-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-6213-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-6213-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-6213-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-6-6213-v1_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6213-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6213-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6213-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6213-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6213-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6213-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.41s
bbchicago-brt-8b-l3-v1-6_6213_v1 status is now torndown due to DeploymentManager action