bbchicago-brt-8b-l3-v1-7_5232

developer_uid: Bbbrun0

submission_id: bbchicago-brt-8b-l3-v1-7_5232_v2

model_name: bbchicago-brt-v1_7-s4000

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

status: torndown

timestamp: 2024-07-19T04:29:56+00:00

num_battles: 5940

num_wins: 3211

celo_rating: 1231.74

family_friendly_score: 0.0

submission_type: basic

model_repo: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s4000

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-s4000

is_internal_developer: False

language_model: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s4000

model_size: 8B

ranking_group: single

us_pacific_date: 2024-07-18

win_ratio: 0.5405723905723906

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}

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-v1-7-5232-v2-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer to finish
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║  Version: 0.9.5.post3                                               ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: Downloaded to shared memory in 48.092s
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpjseyby8s, device:0
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-7-5232-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-v1-7-5232-v2-mkmlizer: quantized model in 32.340s
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s4000 in 80.433s
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5232-v2
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5232-v2/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-7-5232-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-v1-7-5232-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-5232-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-v1-7-5232-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: Saving duration: 2.333s
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 13.880s
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v2_reward
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v2_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v2_reward/config.json
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v2_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v2_reward/merges.txt
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v2_reward/vocab.json
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v2_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v2_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer completed after 131.42s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-7-5232-v2-mkmlizer
Pipeline stage MKMLizer completed in 133.16s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-7-5232-v2
Waiting for inference service bbchicago-brt-8b-l3-v1-7-5232-v2 to be ready
Failed to get response for submission r136a1-slerp8bv2_v2: ('http://r136a1-slerp8bv2-v2-predictor-default.tenant-chaiml-guanaco.knative.ord1.coreweave.cloud/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:50172->127.0.0.1:8080: read: connection reset by peer\n')
Inference service bbchicago-brt-8b-l3-v1-7-5232-v2 ready after 51.70620918273926s
Pipeline stage ISVCDeployer completed in 54.01s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.225260019302368s
Received healthy response to inference request in 1.389711618423462s
Received healthy response to inference request in 1.382972002029419s
Received healthy response to inference request in 1.4016351699829102s
Received healthy response to inference request in 1.3941421508789062s
5 requests
0 failed requests
5th percentile: 1.3843199253082275
10th percentile: 1.3856678485870362
20th percentile: 1.3883636951446534
30th percentile: 1.3905977249145507
40th percentile: 1.3923699378967285
50th percentile: 1.3941421508789062
60th percentile: 1.3971393585205079
70th percentile: 1.4001365661621095
80th percentile: 1.566360139846802
90th percentile: 1.8958100795745851
95th percentile: 2.060535049438476
99th percentile: 2.1923150253295898
mean time: 1.558744192123413
Pipeline stage StressChecker completed in 8.36s
bbchicago-brt-8b-l3-v1-7_5232_v2 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-7_5232_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-7_5232_v2
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-7-5232-v2 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-7-5232-v2
Service bbchicago-brt-8b-l3-v1-7-5232-v2 has been torndown
Pipeline stage ISVCDeleter completed in 5.77s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v2/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v2_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.35s
bbchicago-brt-8b-l3-v1-7_5232_v2 status is now torndown due to DeploymentManager action