bbchicago-brt-8b-l3-v1-7_5493

developer_uid: Bbbrun0

submission_id: bbchicago-brt-8b-l3-v1-7_5493_v2

model_name: bbchicago-brt-v1_7-dpo-s4500

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

status: torndown

timestamp: 2024-07-19T04:33:43+00:00

num_battles: 5949

num_wins: 3314

celo_rating: 1239.87

family_friendly_score: 0.0

submission_type: basic

model_repo: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s4500

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: bbchicago-brt-v1_7-dpo-s4500

is_internal_developer: False

language_model: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s4500

model_size: 8B

ranking_group: single

us_pacific_date: 2024-07-18

win_ratio: 0.5570684148596403

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}

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-v1-7-5493-v2-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer to finish
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║  Version: 0.9.5.post3                                               ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-7-5493-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-v1-7-5493-v2-mkmlizer: quantized model in 32.455s
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s4500 in 82.538s
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5493-v2
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5493-v2/config.json
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5493-v2/special_tokens_map.json
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5493-v2/tokenizer_config.json
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5493-v2/tokenizer.json
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5493-v2/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-7-5493-v2-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-v1-7-5493-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-5493-v2-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-v1-7-5493-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-5493-v2-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-v1-7-5493-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: Saving duration: 2.832s
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 14.441s
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5493-v2_reward
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5493-v2_reward/config.json
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5493-v2_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5493-v2_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5493-v2_reward/merges.txt
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5493-v2_reward/vocab.json
bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5493-v2_reward/tokenizer.json
Job bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer completed after 125.95s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-7-5493-v2-mkmlizer
Pipeline stage MKMLizer completed in 127.20s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.12s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-7-5493-v2
Waiting for inference service bbchicago-brt-8b-l3-v1-7-5493-v2 to be ready
Failed to get response for submission v000000-l3-8b-poppy-moon_1166_v4: ('http://v000000-l3-8b-poppy-moon-1166-v4-predictor-default.tenant-chaiml-guanaco.knative.ord1.coreweave.cloud/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:59148->127.0.0.1:8080: read: connection reset by peer\n')
Inference service bbchicago-brt-8b-l3-v1-7-5493-v2 ready after 61.60218524932861s
Pipeline stage ISVCDeployer completed in 64.40s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.22857666015625s
Received healthy response to inference request in 1.3941717147827148s
Received healthy response to inference request in 1.3935840129852295s
Received healthy response to inference request in 1.38565993309021s
Received healthy response to inference request in 1.3973240852355957s
5 requests
0 failed requests
5th percentile: 1.387244749069214
10th percentile: 1.3888295650482179
20th percentile: 1.3919991970062255
30th percentile: 1.3937015533447266
40th percentile: 1.3939366340637207
50th percentile: 1.3941717147827148
60th percentile: 1.3954326629638671
70th percentile: 1.3966936111450194
80th percentile: 1.5635746002197268
90th percentile: 1.8960756301879884
95th percentile: 2.062326145172119
99th percentile: 2.1953265571594236
mean time: 1.55986328125
Pipeline stage StressChecker completed in 8.48s
bbchicago-brt-8b-l3-v1-7_5493_v2 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-7_5493_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-7_5493_v2
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-7-5493-v2 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-7-5493-v2
Service bbchicago-brt-8b-l3-v1-7-5493-v2 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-v1-7-5493-v2/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-5493-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-5493-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-5493-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-5493-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-7-5493-v2_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5493-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5493-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5493-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5493-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5493-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5493-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 6.08s
bbchicago-brt-8b-l3-v1-7_5493_v2 status is now torndown due to DeploymentManager action