bbchicago-brt-8b-l3-v1-7_1268

developer_uid: Bbbrun0

submission_id: bbchicago-brt-8b-l3-v1-7_1268_v2

model_name: bbchicago-brt-v1_7-dpo-s3000

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

status: torndown

timestamp: 2024-07-19T04:32:56+00:00

num_battles: 5888

num_wins: 3257

celo_rating: 1240.12

family_friendly_score: 0.0

submission_type: basic

model_repo: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s3000

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-s3000

is_internal_developer: False

language_model: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s3000

model_size: 8B

ranking_group: single

us_pacific_date: 2024-07-18

win_ratio: 0.5531589673913043

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-v1-7-1268-v2-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer to finish
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║  Version: 0.9.5.post3                                               ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: Downloaded to shared memory in 47.734s
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpguhdz3mb, device:0
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-7-1268-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-v1-7-1268-v2-mkmlizer: quantized model in 32.506s
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s3000 in 80.240s
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-1268-v2
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-1268-v2/config.json
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-1268-v2/special_tokens_map.json
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-1268-v2/tokenizer_config.json
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-1268-v2/tokenizer.json
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-1268-v2/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-7-1268-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-v1-7-1268-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-1268-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-v1-7-1268-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-1268-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-v1-7-1268-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: Saving duration: 2.460s
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 13.820s
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-1268-v2_reward
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-1268-v2_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-1268-v2_reward/config.json
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-1268-v2_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-1268-v2_reward/merges.txt
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-1268-v2_reward/vocab.json
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-1268-v2_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-1268-v2_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer completed after 142.25s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-7-1268-v2-mkmlizer
Pipeline stage MKMLizer completed in 143.59s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.08s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-7-1268-v2
Waiting for inference service bbchicago-brt-8b-l3-v1-7-1268-v2 to be ready
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')
Inference service bbchicago-brt-8b-l3-v1-7-1268-v2 ready after 71.74294018745422s
Pipeline stage ISVCDeployer completed in 75.19s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.220418930053711s
Received healthy response to inference request in 1.4105401039123535s
Received healthy response to inference request in 1.4016141891479492s
Received healthy response to inference request in 1.4129316806793213s
Received healthy response to inference request in 1.388948678970337s
5 requests
0 failed requests
5th percentile: 1.3914817810058593
10th percentile: 1.3940148830413819
20th percentile: 1.3990810871124268
30th percentile: 1.40339937210083
40th percentile: 1.4069697380065918
50th percentile: 1.4105401039123535
60th percentile: 1.4114967346191407
70th percentile: 1.4124533653259277
80th percentile: 1.5744291305541993
90th percentile: 1.8974240303039551
95th percentile: 2.058921480178833
99th percentile: 2.188119440078735
mean time: 1.5668907165527344
Pipeline stage StressChecker completed in 8.45s
bbchicago-brt-8b-l3-v1-7_1268_v2 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-7_1268_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-7_1268_v2
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-7-1268-v2 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-7-1268-v2
Service bbchicago-brt-8b-l3-v1-7-1268-v2 has been torndown
Pipeline stage ISVCDeleter completed in 4.91s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-7-1268-v2/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-1268-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-1268-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-1268-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-1268-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-7-1268-v2_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-1268-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-1268-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-1268-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-1268-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-1268-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-1268-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.52s
bbchicago-brt-8b-l3-v1-7_1268_v2 status is now torndown due to DeploymentManager action