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

developer_uid: Bbbrun0
submission_id: bbchicago-brt-8b-l3-v1-_4895_v25
model_name: brt-v1_7-dpo-s2500-llama3
model_group: BBChicago/Brt-8B-L3_v1.7
status: torndown
timestamp: 2024-07-25T06:18:36+00:00
num_battles: 9604
num_wins: 5254
celo_rating: 1232.11
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-llama3
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: 2024-07-24
win_ratio: 0.5470637234485631
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\n{bot_name}'s Persona: {memory}\n\n", 'prompt_template': '{prompt}<|eot_id|>', 'bot_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{bot_name}: {message}<|eot_id|>', 'user_template': '<|start_header_id|>user<|end_header_id|>\n\n{user_name}: {message}<|eot_id|>', 'response_template': '<|start_header_id|>assistant<|end_header_id|>\n\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-v25-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer to finish
Failed to get response for submission neversleep-lumimaid-mist_1884_v1: ('http://neversleep-lumimaid-mist-1884-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║  Version: 0.9.6                                                     ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission neversleep-lumimaid-mist_1893_v1: ('http://neversleep-lumimaid-mist-1893-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission neversleep-lumimaid-mist_1884_v1: ('http://neversleep-lumimaid-mist-1884-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: Downloaded to shared memory in 37.342s
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpw0viyntp, device:0
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-4895-v25-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-v1-4895-v25-mkmlizer: quantized model in 29.325s
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s2500 in 66.667s
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v25
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v25/tokenizer_config.json
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v25/special_tokens_map.json
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v25/config.json
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v25/tokenizer.json
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-4895-v25/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-4895-v25-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-v1-4895-v25-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v25-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-v1-4895-v25-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v25-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-v25-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: Saving duration: 1.383s
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 10.732s
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v25_reward
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v25_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v25_reward/config.json
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v25_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v25_reward/merges.txt
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v25_reward/vocab.json
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v25_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-4895-v25_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer completed after 105.91s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-4895-v25-mkmlizer
Pipeline stage MKMLizer completed in 106.83s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.11s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-4895-v25
Waiting for inference service bbchicago-brt-8b-l3-v1-4895-v25 to be ready
Failed to get response for submission neversleep-lumimaid-mist_1884_v1: ('http://neversleep-lumimaid-mist-1884-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission neversleep-lumimaid-mist_1893_v1: ('http://neversleep-lumimaid-mist-1893-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission neversleep-lumimaid-mist_7954_v1: ('http://neversleep-lumimaid-mist-7954-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Inference service bbchicago-brt-8b-l3-v1-4895-v25 ready after 60.52268576622009s
Pipeline stage ISVCDeployer completed in 61.97s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.442441701889038s
Received healthy response to inference request in 1.5128669738769531s
Received healthy response to inference request in 1.4824140071868896s
Received healthy response to inference request in 1.478135108947754s
Received healthy response to inference request in 1.4213979244232178s
5 requests
0 failed requests
5th percentile: 1.432745361328125
10th percentile: 1.4440927982330323
20th percentile: 1.4667876720428468
30th percentile: 1.4789908885955811
40th percentile: 1.4807024478912354
50th percentile: 1.4824140071868896
60th percentile: 1.494595193862915
70th percentile: 1.5067763805389405
80th percentile: 1.6987819194793703
90th percentile: 2.070611810684204
95th percentile: 2.256526756286621
99th percentile: 2.4052587127685547
mean time: 1.6674511432647705
Pipeline stage StressChecker completed in 9.03s
bbchicago-brt-8b-l3-v1-_4895_v25 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-_4895_v25 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-_4895_v25
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-4895-v25 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-4895-v25
Service bbchicago-brt-8b-l3-v1-4895-v25 has been torndown
Pipeline stage ISVCDeleter completed in 4.72s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-4895-v25/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v25/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v25/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v25/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v25/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-4895-v25_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v25_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v25_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v25_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v25_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v25_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-4895-v25_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.88s
bbchicago-brt-8b-l3-v1-_4895_v25 status is now torndown due to DeploymentManager action