bbchicago-brt-8b-l3-v1-7_4019

developer_uid: Bbbrun0

submission_id: bbchicago-brt-8b-l3-v1-7_4019_v2

model_name: bbchicago-brt-v1_7-dpo-s3500

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

status: torndown

timestamp: 2024-07-19T04:33:09+00:00

num_battles: 6188

num_wins: 3421

celo_rating: 1238.43

family_friendly_score: 0.0

submission_type: basic

model_repo: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s3500

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-s3500

is_internal_developer: False

language_model: BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s3500

model_size: 8B

ranking_group: single

us_pacific_date: 2024-07-18

win_ratio: 0.5528442146089205

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-v1-7-4019-v2-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer to finish
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║     _____            __           __                                ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║       /___/                                                         ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║  Version: 0.9.5.post3                                               ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║  belonging to:                                                      ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ║                                                                     ║
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: Downloaded to shared memory in 48.361s
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmprrc6nkov, device:0
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-7-4019-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-v1-7-4019-v2-mkmlizer: quantized model in 32.371s
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.7_with_dpo_lora_s3500 in 80.732s
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4019-v2
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4019-v2/config.json
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4019-v2/special_tokens_map.json
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4019-v2/tokenizer_config.json
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4019-v2/tokenizer.json
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-7-4019-v2/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-7-4019-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-v1-7-4019-v2-mkmlizer:   warnings.warn(
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: Saving duration: 2.404s
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: Processed model Jellywibble/gpt2_xl_pairwise_89m_step_347634 in 13.390s
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4019-v2_reward
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4019-v2_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4019-v2_reward/config.json
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4019-v2_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4019-v2_reward/merges.txt
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4019-v2_reward/vocab.json
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4019-v2_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-7-4019-v2_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer completed after 124.56s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-7-4019-v2-mkmlizer
Pipeline stage MKMLizer completed in 125.87s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-7-4019-v2
Waiting for inference service bbchicago-brt-8b-l3-v1-7-4019-v2 to be ready
Failed to get response for submission pawankrd-cosmosrp_v73: ('http://pawankrd-cosmosrp-v73-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission cycy233-l3-bdpo-v3-c2_v3: ('http://cycy233-l3-bdpo-v3-c2-v3-predictor-default.tenant-chaiml-guanaco.knative.ord1.coreweave.cloud/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:42312->127.0.0.1:8080: read: connection reset by peer\n')
Inference service bbchicago-brt-8b-l3-v1-7-4019-v2 ready after 51.66209268569946s
Pipeline stage ISVCDeployer completed in 53.59s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.22160267829895s
Received healthy response to inference request in 1.415968894958496s
Received healthy response to inference request in 1.4081039428710938s
Received healthy response to inference request in 1.4203646183013916s
Received healthy response to inference request in 1.4005954265594482s
5 requests
0 failed requests
5th percentile: 1.4020971298217773
10th percentile: 1.4035988330841065
20th percentile: 1.4066022396087647
30th percentile: 1.4096769332885741
40th percentile: 1.4128229141235351
50th percentile: 1.415968894958496
60th percentile: 1.4177271842956543
70th percentile: 1.4194854736328124
80th percentile: 1.5806122303009036
90th percentile: 1.901107454299927
95th percentile: 2.061355066299438
99th percentile: 2.189553155899048
mean time: 1.573327112197876
Pipeline stage StressChecker completed in 8.50s
bbchicago-brt-8b-l3-v1-7_4019_v2 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-7_4019_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-7_4019_v2
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-7-4019-v2 is running
Tearing down inference service bbchicago-brt-8b-l3-v1-7-4019-v2
Service bbchicago-brt-8b-l3-v1-7-4019-v2 has been torndown
Pipeline stage ISVCDeleter completed in 5.33s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v2/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v2_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-7-4019-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.50s
bbchicago-brt-8b-l3-v1-7_4019_v2 status is now torndown due to DeploymentManager action