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

developer_uid: Bbbrun0
submission_id: bbchicago-brt-8b-l3-v1-_4895_v20
model_name: brt-v1_7-dpo-s2500-vicuna
model_group: BBChicago/Brt-8B-L3_v1.7
status: torndown
timestamp: 2024-07-25T05:43:34+00:00
num_battles: 9287
num_wins: 5142
celo_rating: 1233.9
family_friendly_score: 0.0
submission_type: basic
model_repo: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s2500
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: brt-v1_7-dpo-s2500-vicuna
is_internal_developer: False
language_model: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s2500
model_size: 8B
ranking_group: single
us_pacific_date: 2024-07-24
win_ratio: 0.5536771831592548
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'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64, 'reward_max_token_input': 256}
formatter: {'memory_template': '### Instruction:\n{memory}\n', 'prompt_template': '### Input:\n{prompt}\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '### Response:\n{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-v1-4895-v20-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer to finish
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_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')
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║  Version: 0.9.6                                                     ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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_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_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-v20-mkmlizer: Downloaded to shared memory in 36.716s
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp2e5vxu7q, device:0
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-v20-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-v1-4895-v20-mkmlizer: quantized model in 29.750s
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s2500 in 66.467s
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v20
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v20/config.json
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v20/special_tokens_map.json
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v20/tokenizer_config.json
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v20/tokenizer.json
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v20/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-4895-v20-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-v20-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v20-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-v20-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: Saving duration: 1.414s
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 10.655s
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v20_reward
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v20_reward/config.json
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v20_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v20_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v20_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer completed after 105.99s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-4895-v20-mkmlizer
Pipeline stage MKMLizer completed in 106.77s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-4895-v20
Waiting for inference service bbchicago-brt-8b-l3-v1-4895-v20 to be ready
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')
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_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_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_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')
Inference service bbchicago-brt-8b-l3-v1-4895-v20 ready after 70.5317919254303s
Pipeline stage ISVCDeployer completed in 71.81s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3264095783233643s
Received healthy response to inference request in 1.402606725692749s
Received healthy response to inference request in 1.4150135517120361s
Received healthy response to inference request in 1.417548656463623s
Received healthy response to inference request in 1.409928560256958s
5 requests
0 failed requests
5th percentile: 1.4040710926055908
10th percentile: 1.4055354595184326
20th percentile: 1.4084641933441162
30th percentile: 1.4109455585479735
40th percentile: 1.4129795551300048
50th percentile: 1.4150135517120361
60th percentile: 1.416027593612671
70th percentile: 1.4170416355133058
80th percentile: 1.5993208408355715
90th percentile: 1.9628652095794679
95th percentile: 2.144637393951416
99th percentile: 2.2900551414489745
mean time: 1.594301414489746
Pipeline stage StressChecker completed in 8.78s
bbchicago-brt-8b-l3-v1-_4895_v20 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-_4895_v20 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-_4895_v20
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-4895-v20 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-4895-v20
Service bbchicago-brt-8b-l3-v1-4895-v20 has been torndown
Pipeline stage ISVCDeleter completed in 5.05s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-4895-v20/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v20/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v20/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v20/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v20/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-4895-v20_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v20_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v20_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v20_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v20_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v20_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v20_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.54s
bbchicago-brt-8b-l3-v1-_4895_v20 status is now torndown due to DeploymentManager action