bbchicago-brt-8b-l3-v1-_4895

submission_id: bbchicago-brt-8b-l3-v1-_4895_v23

developer_uid: Bbbrun0

best_of: 16

celo_rating: 1126.86

display_name: brt-v1_7-dpo-s2500-moderator

family_friendly_score: 0.0

formatter: {'memory_template': '{memory}\n', 'prompt_template': '{prompt}\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '', '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_v1.7_with_dpo_lora_s2500

max_input_tokens: 512

max_output_tokens: 64

model_architecture: LlamaForCausalLM

model_group: BBChicago/Brt-8B-L3_v1.7

model_name: brt-v1_7-dpo-s2500-moderator

model_num_parameters: 8030261248.0

model_repo: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s2500

model_size: 8B

num_battles: 8917

num_wins: 3468

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: 2024-07-25T06:17:13+00:00

us_pacific_date: 2024-07-24

win_ratio: 0.38892004037232253

Resubmit model

Running pipeline stage MKMLizer
Starting job with name bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer to finish
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║     _____            __           __                                ║
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bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║  Version: 0.9.6                                                     ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission neversleep-lumimaid-mist_1884_v1: ('http://neversleep-lumimaid-mist-1884-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission neversleep-lumimaid-mist_7954_v1: ('http://neversleep-lumimaid-mist-7954-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission neversleep-lumimaid-mist_1893_v1: ('http://neversleep-lumimaid-mist-1893-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: Downloaded to shared memory in 37.606s
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmphdpjg16a, device:0
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission neversleep-lumimaid-mist_1884_v1: ('http://neversleep-lumimaid-mist-1884-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v23
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v23/config.json
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v23/special_tokens_map.json
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v23/tokenizer_config.json
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v23/tokenizer.json
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v23/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-4895-v23-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-v1-4895-v23-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v23-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-v1-4895-v23-mkmlizer:   warnings.warn(
Failed to get response for submission neversleep-lumimaid-mist_7954_v1: ('http://neversleep-lumimaid-mist-7954-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: Saving duration: 1.449s
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 10.527s
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v23_reward
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v23_reward/config.json
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v23_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v23_reward/tokenizer_config.json
Failed to get response for submission neversleep-lumimaid-mist_1893_v1: ('http://neversleep-lumimaid-mist-1893-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v23_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer completed after 106.36s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-4895-v23-mkmlizer
Pipeline stage MKMLizer completed in 107.74s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.13s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-4895-v23
Waiting for inference service bbchicago-brt-8b-l3-v1-4895-v23 to be ready
Failed to get response for submission bbchicago-brt-8b-l3-v1-_4895_v21: ('http://bbchicago-brt-8b-l3-v1-4895-v21-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:47254->127.0.0.1:8080: read: connection reset by peer\n')
Failed to get response for submission neversleep-lumimaid-mist_1893_v1: ('http://neversleep-lumimaid-mist-1893-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission neversleep-lumimaid-mist_7954_v1: ('http://neversleep-lumimaid-mist-7954-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Inference service bbchicago-brt-8b-l3-v1-4895-v23 ready after 60.42057156562805s
Pipeline stage ISVCDeployer completed in 61.98s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2383875846862793s
Received healthy response to inference request in 1.393559455871582s
Received healthy response to inference request in 1.384361982345581s
Received healthy response to inference request in 2.0750279426574707s
Received healthy response to inference request in 1.3788399696350098s
5 requests
0 failed requests
5th percentile: 1.379944372177124
10th percentile: 1.3810487747192384
20th percentile: 1.3832575798034668
30th percentile: 1.3862014770507813
40th percentile: 1.3898804664611817
50th percentile: 1.393559455871582
60th percentile: 1.6661468505859374
70th percentile: 1.938734245300293
80th percentile: 2.1076998710632324
90th percentile: 2.173043727874756
95th percentile: 2.2057156562805176
99th percentile: 2.231853199005127
mean time: 1.6940353870391847
Pipeline stage StressChecker completed in 9.14s
bbchicago-brt-8b-l3-v1-_4895_v23 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-_4895_v23 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-_4895_v23
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-4895-v23 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-4895-v23
Service bbchicago-brt-8b-l3-v1-4895-v23 has been torndown
Pipeline stage ISVCDeleter completed in 5.24s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-4895-v23/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v23/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v23/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v23/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v23/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-4895-v23_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v23_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v23_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v23_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v23_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v23_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v23_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.34s
bbchicago-brt-8b-l3-v1-_4895_v23 status is now torndown due to DeploymentManager action