bbchicago-brt-8b-l3-v1-6_6341

developer_uid: Bbbrun0

submission_id: bbchicago-brt-8b-l3-v1-6_6341_v1

model_name: bbchicago-brt-v1_6-dpo-s2000

model_group: BBChicago/Brt-8B-L3_v1.6

status: torndown

timestamp: 2024-07-18T04:56:45+00:00

num_battles: 15006

num_wins: 8188

celo_rating: 1222.29

family_friendly_score: 0.0

submission_type: basic

model_repo: BBChicago/Brt-8B-L3_v1.6_DPO_steps_2000

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_6-dpo-s2000

is_internal_developer: False

language_model: BBChicago/Brt-8B-L3_v1.6_DPO_steps_2000

model_size: 8B

ranking_group: single

us_pacific_date: 2024-07-17

win_ratio: 0.5456484073037452

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-v1-6-6341-v1-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer to finish
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║  Version: 0.9.5.post3                                               ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-v1-6-6341-v1-mkmlizer: Downloaded to shared memory in 33.203s
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpsn71ck92, device:0
bbchicago-brt-8b-l3-v1-6-6341-v1-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-v1-6-6341-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-v1-6-6341-v1-mkmlizer: quantized model in 30.480s
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.6_DPO_steps_2000 in 63.683s
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6341-v1/tokenizer.json
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-6-6341-v1/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: loading reward model from Jellywibble/gpt2_xl_pairwise_89m_step_347634
bbchicago-brt-8b-l3-v1-6-6341-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-v1-6-6341-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-6-6341-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-v1-6-6341-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-6-6341-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-v1-6-6341-v1-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: Saving duration: 2.582s
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 14.272s
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6341-v1_reward
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6341-v1_reward/config.json
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6341-v1_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6341-v1_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6341-v1_reward/merges.txt
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6341-v1_reward/vocab.json
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6341-v1_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-6-6341-v1_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer completed after 128.45s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-6-6341-v1-mkmlizer
Pipeline stage MKMLizer completed in 129.88s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.08s
Running pipeline stage ISVCDeployer
Failed to get response for submission chaiml-sao10k-l3-rp-v3-3_v2: ('http://chaiml-sao10k-l3-rp-v3-3-v2-predictor-default.tenant-chaiml-guanaco.knative.ord1.coreweave.cloud/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:50740->127.0.0.1:8080: read: connection reset by peer\n')
Creating inference service bbchicago-brt-8b-l3-v1-6-6341-v1
Waiting for inference service bbchicago-brt-8b-l3-v1-6-6341-v1 to be ready
Inference service bbchicago-brt-8b-l3-v1-6-6341-v1 ready after 122.33597993850708s
Pipeline stage ISVCDeployer completed in 124.98s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2658088207244873s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Received healthy response to inference request in 1.3985638618469238s
Received healthy response to inference request in 1.4047801494598389s
Received healthy response to inference request in 1.4038519859313965s
Received healthy response to inference request in 1.3767611980438232s
5 requests
0 failed requests
5th percentile: 1.3811217308044434
10th percentile: 1.3854822635650634
20th percentile: 1.3942033290863036
30th percentile: 1.3996214866638184
40th percentile: 1.4017367362976074
50th percentile: 1.4038519859313965
60th percentile: 1.4042232513427735
70th percentile: 1.4045945167541505
80th percentile: 1.5769858837127688
90th percentile: 1.921397352218628
95th percentile: 2.0936030864715574
99th percentile: 2.2313676738739012
mean time: 1.569953203201294
Pipeline stage StressChecker completed in 9.42s
bbchicago-brt-8b-l3-v1-6_6341_v1 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-6_6341_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-6_6341_v1
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-6-6341-v1 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-6-6341-v1
Service bbchicago-brt-8b-l3-v1-6-6341-v1 has been torndown
Pipeline stage ISVCDeleter completed in 5.10s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-6-6341-v1/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-6341-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-6341-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-6341-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-6-6341-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-6-6341-v1_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6341-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6341-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6341-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6341-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6341-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-6-6341-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.37s
bbchicago-brt-8b-l3-v1-6_6341_v1 status is now torndown due to DeploymentManager action