bbchicago-brt-8b-l3-v1-_4895

developer_uid: Bbbrun0

submission_id: bbchicago-brt-8b-l3-v1-_4895_v29

model_name: brt-v1_7-dpo-s2500-cf

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

status: torndown

timestamp: 2024-07-25T08:19:28+00:00

num_battles: 11553

num_wins: 6376

celo_rating: 1232.78

family_friendly_score: 0.0

submission_type: basic

model_repo: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s2500

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: brt-v1_7-dpo-s2500-cf

is_internal_developer: False

language_model: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s2500

model_size: 8B

ranking_group: single

us_pacific_date: 2024-07-25

win_ratio: 0.5518912836492685

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, 'reward_max_token_input': 256}

formatter: {'memory_template': "<|start_header_id|>system<|end_header_id|>\n### Instruction:\n{bot_name}'s Persona: {memory}\n", 'prompt_template': '### Input:\n{prompt}<START>\n<|eot_id|>', 'bot_template': '<|start_header_id|>assistant<|end_header_id|>\n{bot_name}: {message}<|eot_id|>', 'user_template': '<|start_header_id|>user<|end_header_id|>\n{user_name}: {message}<|eot_id|>', 'response_template': '<|start_header_id|>assistant<|end_header_id|>\n### Response:\n{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-v1-4895-v29-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer to finish
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║  Version: 0.9.7                                                     ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission nousresearch-meta-llama-_4939_v3: ('http://nousresearch-meta-llama-4939-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: Downloaded to shared memory in 37.451s
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp4zbcfnmw, device:0
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: quantized model in 28.364s
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s2500 in 65.815s
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v29
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v29/tokenizer.json
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v29/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
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/opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:957: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:785: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v29-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-v1-4895-v29-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: Saving duration: 1.386s
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 10.934s
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v29_reward
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v29_reward/config.json
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v29_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v29_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v29_reward/vocab.json
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v29_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v29_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer completed after 106.01s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-4895-v29-mkmlizer
Pipeline stage MKMLizer completed in 107.05s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-4895-v29
Waiting for inference service bbchicago-brt-8b-l3-v1-4895-v29 to be ready
Inference service bbchicago-brt-8b-l3-v1-4895-v29 ready after 80.59402894973755s
Pipeline stage ISVCDeployer completed in 81.82s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.400186061859131s
Received healthy response to inference request in 1.509814739227295s
Received healthy response to inference request in 1.4646108150482178s
Received healthy response to inference request in 1.444856882095337s
Received healthy response to inference request in 1.4278349876403809s
5 requests
0 failed requests
5th percentile: 1.431239366531372
10th percentile: 1.4346437454223633
20th percentile: 1.4414525032043457
30th percentile: 1.448807668685913
40th percentile: 1.4567092418670655
50th percentile: 1.4646108150482178
60th percentile: 1.4826923847198485
70th percentile: 1.5007739543914795
80th percentile: 1.6878890037536622
90th percentile: 2.0440375328063967
95th percentile: 2.2221117973327633
99th percentile: 2.3645712089538575
mean time: 1.6494606971740722
Pipeline stage StressChecker completed in 8.92s
bbchicago-brt-8b-l3-v1-_4895_v29 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-_4895_v29 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-_4895_v29
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-4895-v29 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-4895-v29
Service bbchicago-brt-8b-l3-v1-4895-v29 has been torndown
Pipeline stage ISVCDeleter completed in 5.35s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-4895-v29/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v29/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v29/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v29/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v29/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-4895-v29_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v29_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v29_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v29_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v29_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v29_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v29_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.37s
bbchicago-brt-8b-l3-v1-_4895_v29 status is now torndown due to DeploymentManager action