bbchicago-brt-8b-l3-v1-7_4895

developer_uid: Bbbrun0
submission_id: bbchicago-brt-8b-l3-v1-7_4895_v3
model_name: brt-v1_7-dpo-s2500-t128
model_group: BBChicago/Brt-8B-L3_v1.7
status: torndown
timestamp: 2024-07-25T02:13:23+00:00
num_battles: 9405
num_wins: 5303
celo_rating: 1237.95
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-t128
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: 0.5638490164805954
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': 128}
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}
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-v1-7-4895-v3-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer to finish
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_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-v1-7-4895-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║  Version: 0.9.6                                                     ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-4895-v3-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')
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: Downloaded to shared memory in 60.627s
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpawsj1pmc, device:0
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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_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-v1-7-4895-v3-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-v1-7-4895-v3-mkmlizer: quantized model in 28.450s
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s2500 in 89.078s
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4895-v3
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4895-v3/config.json
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4895-v3/special_tokens_map.json
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4895-v3/tokenizer_config.json
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4895-v3/tokenizer.json
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4895-v3/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-7-4895-v3-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-v1-7-4895-v3-mkmlizer:   warnings.warn(
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-v1-7-4895-v3-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-v1-7-4895-v3-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: Saving duration: 1.372s
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 11.020s
Failed to get response for submission undi95-meta-llama-3-70b_6209_v18: ('http://undi95-meta-llama-3-70b-6209-v18-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '{"error":"TypeError : SamplingParameters.__init__() got an unexpected keyword argument \'reward_max_tokens\'"}')
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4895-v3_reward
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4895-v3_reward/config.json
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4895-v3_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4895-v3_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4895-v3_reward/merges.txt
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4895-v3_reward/vocab.json
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4895-v3_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4895-v3_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer completed after 125.74s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-7-4895-v3-mkmlizer
Pipeline stage MKMLizer completed in 126.83s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.12s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-7-4895-v3
Waiting for inference service bbchicago-brt-8b-l3-v1-7-4895-v3 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_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-v1-7-4895-v3 ready after 60.42314028739929s
Pipeline stage ISVCDeployer completed in 62.13s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1274733543395996s
Received healthy response to inference request in 1.2750201225280762s
Received healthy response to inference request in 1.2572319507598877s
Received healthy response to inference request in 1.2984819412231445s
Received healthy response to inference request in 1.3046677112579346s
5 requests
0 failed requests
5th percentile: 1.2607895851135253
10th percentile: 1.264347219467163
20th percentile: 1.2714624881744385
30th percentile: 1.2797124862670899
40th percentile: 1.289097213745117
50th percentile: 1.2984819412231445
60th percentile: 1.3009562492370605
70th percentile: 1.3034305572509766
80th percentile: 1.4692288398742677
90th percentile: 1.7983510971069336
95th percentile: 1.9629122257232665
99th percentile: 2.094561128616333
mean time: 1.4525750160217286
Pipeline stage StressChecker completed in 7.98s
bbchicago-brt-8b-l3-v1-7_4895_v3 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-7_4895_v3 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-7_4895_v3
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-7-4895-v3 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-7-4895-v3
Service bbchicago-brt-8b-l3-v1-7-4895-v3 has been torndown
Pipeline stage ISVCDeleter completed in 5.08s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-7-4895-v3/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-4895-v3/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-4895-v3/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-4895-v3/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-4895-v3/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-7-4895-v3_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4895-v3_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4895-v3_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4895-v3_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4895-v3_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4895-v3_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4895-v3_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.45s
bbchicago-brt-8b-l3-v1-7_4895_v3 status is now torndown due to DeploymentManager action