bbchicago-brt-8b-l3-v1-8_9464

submission_id: bbchicago-brt-8b-l3-v1-8_9464_v1
developer_uid: Bbbrun0
best_of: 16
celo_rating: 1243.24
display_name: bbchicago-brt-v1_8-dpo-ep1_5
family_friendly_score: 0.0
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}
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}
is_internal_developer: False
language_model: BBChicago/Brt-8B-L3_v1.8_DPO_ep1.5
max_input_tokens: 512
max_output_tokens: 64
model_architecture: LlamaForCausalLM
model_group: BBChicago/Brt-8B-L3_v1.8
model_name: bbchicago-brt-v1_8-dpo-ep1_5
model_num_parameters: 8030261248.0
model_repo: BBChicago/Brt-8B-L3_v1.8_DPO_ep1.5
model_size: 8B
num_battles: 13366
num_wins: 7408
ranking_group: single
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'}
reward_repo: Jellywibble/gpt2_xl_pairwise_89m_step_347634
status: torndown
submission_type: basic
timestamp: 2024-07-24T03:40:57+00:00
us_pacific_date: 2024-07-23
win_ratio: 0.5542421068382463
Download Preference Data
Resubmit model
Running pipeline stage MKMLizer
Starting job with name bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer to finish
Connection pool is full, discarding connection: %s. Connection pool size: %s
Failed to get response for submission blend_tefuf_2024-07-12: ('http://mistralai-mixtral-8x7b-3473-v86-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'readfrom tcp 127.0.0.1:33710->127.0.0.1:8080: write tcp 127.0.0.1:33710->127.0.0.1:8080: use of closed network connection\n')
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║  Version: 0.9.6                                                     ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission undi95-meta-llama-3-70b_6209_v18: ('http://undi95-meta-llama-3-70b-6209-v18-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '{"error":"TypeError : SamplingParameters.__init__() got an unexpected keyword argument \'reward_max_tokens\'"}')
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: Downloaded to shared memory in 62.229s
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp3cf_kl3w, device:0
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-8-9464-v1-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-v1-8-9464-v1-mkmlizer: quantized model in 29.843s
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.8_DPO_ep1.5 in 92.073s
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-8-9464-v1
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-8-9464-v1/config.json
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-8-9464-v1/special_tokens_map.json
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-8-9464-v1/tokenizer_config.json
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-8-9464-v1/tokenizer.json
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-8-9464-v1/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-8-9464-v1-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-v1-8-9464-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-8-9464-v1-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-v1-8-9464-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-8-9464-v1-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-v1-8-9464-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: Saving duration: 1.415s
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 10.809s
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-8-9464-v1_reward
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-8-9464-v1_reward/config.json
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-8-9464-v1_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-8-9464-v1_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-8-9464-v1_reward/merges.txt
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-8-9464-v1_reward/vocab.json
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-8-9464-v1_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-8-9464-v1_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer completed after 240.98s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-8-9464-v1-mkmlizer
Pipeline stage MKMLizer completed in 242.12s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.12s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-8-9464-v1
Waiting for inference service bbchicago-brt-8b-l3-v1-8-9464-v1 to be ready
Inference service bbchicago-brt-8b-l3-v1-8-9464-v1 ready after 120.78586602210999s
Pipeline stage ISVCDeployer completed in 122.60s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.309300184249878s
Received healthy response to inference request in 1.3697619438171387s
Received healthy response to inference request in 1.3050460815429688s
Received healthy response to inference request in 1.4048817157745361s
Received healthy response to inference request in 1.400397777557373s
5 requests
0 failed requests
5th percentile: 1.3179892539978026
10th percentile: 1.3309324264526368
20th percentile: 1.3568187713623048
30th percentile: 1.3758891105651856
40th percentile: 1.3881434440612792
50th percentile: 1.400397777557373
60th percentile: 1.4021913528442382
70th percentile: 1.4039849281311034
80th percentile: 1.5857654094696048
90th percentile: 1.9475327968597413
95th percentile: 2.1284164905548093
99th percentile: 2.273123445510864
mean time: 1.557877540588379
Pipeline stage StressChecker completed in 8.53s
bbchicago-brt-8b-l3-v1-8_9464_v1 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-8_9464_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-8_9464_v1
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-8-9464-v1 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-8-9464-v1
Service bbchicago-brt-8b-l3-v1-8-9464-v1 has been torndown
Pipeline stage ISVCDeleter completed in 5.41s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-8-9464-v1/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-8-9464-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-8-9464-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-8-9464-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-8-9464-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-8-9464-v1_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-8-9464-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-8-9464-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-8-9464-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-8-9464-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-8-9464-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-8-9464-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.95s
bbchicago-brt-8b-l3-v1-8_9464_v1 status is now torndown due to DeploymentManager action