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

developer_uid: Bbbrun0

submission_id: bbchicago-brt-8b-l3-v1-7_5232_v3

model_name: bbchicago-brt-v1_7-dpo-s4000

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

status: torndown

timestamp: 2024-07-19T04:33:26+00:00

num_battles: 5901

num_wins: 3321

celo_rating: 1245.2

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-dpo-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: 0.5627859684799187

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-v1-7-5232-v3-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer to finish
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║  Version: 0.9.5.post3                                               ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: Downloaded to shared memory in 50.069s
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmptsy22u_6, device:0
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission hastagaras-dirtybu8bl3-r_5954_v3: ('http://hastagaras-dirtybu8bl3-r-5954-v3-predictor-default.tenant-chaiml-guanaco.knative.ord1.coreweave.cloud/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
bbchicago-brt-8b-l3-v1-7-5232-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-v1-7-5232-v3-mkmlizer: quantized model in 32.261s
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s4000 in 82.331s
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5232-v3
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5232-v3/config.json
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5232-v3/special_tokens_map.json
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5232-v3/tokenizer_config.json
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5232-v3/tokenizer.json
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-5232-v3/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-7-5232-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-v1-7-5232-v3-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-5232-v3-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-v3-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-5232-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-v1-7-5232-v3-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: Saving duration: 2.372s
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 13.637s
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v3_reward
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v3_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v3_reward/config.json
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v3_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v3_reward/merges.txt
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v3_reward/vocab.json
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v3_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-5232-v3_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer completed after 133.72s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-7-5232-v3-mkmlizer
Pipeline stage MKMLizer completed in 135.85s
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-v3
Waiting for inference service bbchicago-brt-8b-l3-v1-7-5232-v3 to be ready
Inference service bbchicago-brt-8b-l3-v1-7-5232-v3 ready after 72.33601641654968s
Pipeline stage ISVCDeployer completed in 74.38s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.252889633178711s
Received healthy response to inference request in 1.4130659103393555s
Received healthy response to inference request in 1.4104642868041992s
Received healthy response to inference request in 1.3757688999176025s
Received healthy response to inference request in 1.4080333709716797s
5 requests
0 failed requests
5th percentile: 1.382221794128418
10th percentile: 1.3886746883392334
20th percentile: 1.4015804767608642
30th percentile: 1.4085195541381836
40th percentile: 1.4094919204711913
50th percentile: 1.4104642868041992
60th percentile: 1.4115049362182617
70th percentile: 1.4125455856323241
80th percentile: 1.5810306549072268
90th percentile: 1.9169601440429689
95th percentile: 2.0849248886108396
99th percentile: 2.2192966842651365
mean time: 1.5720444202423096
Pipeline stage StressChecker completed in 8.64s
bbchicago-brt-8b-l3-v1-7_5232_v3 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-7_5232_v3 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-7_5232_v3
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-7-5232-v3 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-7-5232-v3
Service bbchicago-brt-8b-l3-v1-7-5232-v3 has been torndown
Pipeline stage ISVCDeleter completed in 4.56s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v3/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v3/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v3/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v3/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v3/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v3_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v3_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v3_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v3_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v3_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v3_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-5232-v3_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.49s
bbchicago-brt-8b-l3-v1-7_5232_v3 status is now torndown due to DeploymentManager action