bbchicago-brt-8b-l3-v1-7_4019

developer_uid: Bbbrun0

submission_id: bbchicago-brt-8b-l3-v1-7_4019_v1

model_name: bbchicago-brt-v1_7-s3500

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

status: torndown

timestamp: 2024-07-19T04:06:50+00:00

num_battles: 6104

num_wins: 3192

celo_rating: 1217.95

family_friendly_score: 0.0

submission_type: basic

model_repo: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s3500

model_architecture: LlamaForCausalLM

reward_repo: Jellywibble/gpt2_xl_pairwise_89m_step_347634

model_num_parameters: 8030261248.0

best_of: 4

max_input_tokens: 512

max_output_tokens: 64

display_name: bbchicago-brt-v1_7-s3500

is_internal_developer: False

language_model: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s3500

model_size: 8B

ranking_group: single

us_pacific_date: 2024-07-18

win_ratio: 0.5229357798165137

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': 4, '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-v1-7-4019-v1-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer to finish
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║  Version: 0.9.5.post3                                               ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-7-4019-v1-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-v1-7-4019-v1-mkmlizer: quantized model in 32.270s
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s3500 in 96.154s
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4019-v1
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4019-v1/special_tokens_map.json
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4019-v1/tokenizer_config.json
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4019-v1/config.json
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4019-v1/tokenizer.json
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4019-v1/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-7-4019-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-v1-7-4019-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-4019-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-v1-7-4019-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-4019-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-v1-7-4019-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: Saving duration: 2.337s
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 13.010s
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4019-v1_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4019-v1_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer completed after 140.35s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-7-4019-v1-mkmlizer
Pipeline stage MKMLizer completed in 141.98s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-7-4019-v1
Waiting for inference service bbchicago-brt-8b-l3-v1-7-4019-v1 to be ready
Failed to get response for submission revile-halustheno-v0-2_v1: ('http://revile-halustheno-v0-2-v1-predictor-default.tenant-chaiml-guanaco.knative.ord1.coreweave.cloud/v1/models/GPT-J-6B-lit-v2:predict', 'readfrom tcp 127.0.0.1:54740->127.0.0.1:8080: write tcp 127.0.0.1:54740->127.0.0.1:8080: write: broken pipe\n')
Failed to get response for submission pawankrd-cosmosrp_v73: ('http://pawankrd-cosmosrp-v73-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Inference service bbchicago-brt-8b-l3-v1-7-4019-v1 ready after 277.7757613658905s
Pipeline stage ISVCDeployer completed in 280.56s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1179754734039307s
Received healthy response to inference request in 1.1246819496154785s
Received healthy response to inference request in 1.140845775604248s
Received healthy response to inference request in 1.1478261947631836s
Received healthy response to inference request in 0.9227073192596436s
5 requests
0 failed requests
5th percentile: 0.9631022453308106
10th percentile: 1.0034971714019776
20th percentile: 1.0842870235443116
30th percentile: 1.1279147148132325
40th percentile: 1.1343802452087401
50th percentile: 1.140845775604248
60th percentile: 1.1436379432678223
70th percentile: 1.1464301109313966
80th percentile: 1.3418560504913333
90th percentile: 1.729915761947632
95th percentile: 1.923945617675781
99th percentile: 2.0791695022583006
mean time: 1.290807342529297
Pipeline stage StressChecker completed in 7.57s
bbchicago-brt-8b-l3-v1-7_4019_v1 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-7_4019_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-7_4019_v1
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-7-4019-v1 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-7-4019-v1
Service bbchicago-brt-8b-l3-v1-7-4019-v1 has been torndown
Pipeline stage ISVCDeleter completed in 5.73s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v1/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v1_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.82s
bbchicago-brt-8b-l3-v1-7_4019_v1 status is now torndown due to DeploymentManager action