submission_id: nexusflow-starling-lm-7b-beta_v2
developer_uid: chai_backend_admin
status: torndown
model_repo: Nexusflow/Starling-LM-7B-beta
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 50, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['\n', '</s>', '<|user|>', '###'], 'max_input_tokens': 512, 'best_of': 1, '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: {'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}
timestamp: 2024-04-02T17:25:10+00:00
model_name: auto_submit_ricum_notutitona
model_eval_status: success
model_group: Nexusflow/Starling-LM-7B
num_battles: 23947
num_wins: 9599
celo_rating: 1083.84
propriety_score: 0.0
propriety_total_count: 0.0
submission_type: basic
model_architecture: MistralForCausalLM
model_num_parameters: 7241748480.0
best_of: 1
max_input_tokens: 512
max_output_tokens: 64
display_name: auto_submit_ricum_notutitona
ineligible_reason: propriety_total_count < 800
language_model: Nexusflow/Starling-LM-7B-beta
model_size: 7B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-04-02
win_ratio: 0.4008435294608928
preference_data_url: None
Resubmit model
Running pipeline stage MKMLizer
Starting job with name nexusflow-starling-lm-7b-beta-v2-mkmlizer
Waiting for job on nexusflow-starling-lm-7b-beta-v2-mkmlizer to finish
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║     _____            __           __                                ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║       /___/                                                         ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║                                                                     ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║  Version: 0.6.11                                                    ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║                                                                     ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║  belonging to:                                                      ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║                                                                     ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║  Chai Research Corp.                                                ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║  Expiration: 2024-07-15 23:59:59                                    ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ║                                                                     ║
nexusflow-starling-lm-7b-beta-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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nexusflow-starling-lm-7b-beta-v2-mkmlizer: Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
nexusflow-starling-lm-7b-beta-v2-mkmlizer: quantized model in 17.040s
nexusflow-starling-lm-7b-beta-v2-mkmlizer: Processed model Nexusflow/Starling-LM-7B-beta in 37.797s
nexusflow-starling-lm-7b-beta-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nexusflow-starling-lm-7b-beta-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/config.json
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/tokenizer_config.json
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/tokenizer.model
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/special_tokens_map.json
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/added_tokens.json
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/tokenizer.json
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /dev/shm/model_cache/mkml_model.tensors s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v2/mkml_model.tensors
nexusflow-starling-lm-7b-beta-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
nexusflow-starling-lm-7b-beta-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:1067: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nexusflow-starling-lm-7b-beta-v2-mkmlizer:   warnings.warn(
nexusflow-starling-lm-7b-beta-v2-mkmlizer: 
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nexusflow-starling-lm-7b-beta-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:690: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nexusflow-starling-lm-7b-beta-v2-mkmlizer:   warnings.warn(
nexusflow-starling-lm-7b-beta-v2-mkmlizer: 
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nexusflow-starling-lm-7b-beta-v2-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:472: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nexusflow-starling-lm-7b-beta-v2-mkmlizer:   warnings.warn(
nexusflow-starling-lm-7b-beta-v2-mkmlizer: 
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pytorch_model.bin:  80%|████████  | 1.16G/1.44G [00:01<00:00, 1.61GB/s]
pytorch_model.bin: 100%|█████████▉| 1.44G/1.44G [00:01<00:00, 1.04GB/s]
nexusflow-starling-lm-7b-beta-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nexusflow-starling-lm-7b-beta-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nexusflow-starling-lm-7b-beta-v2_reward/reward.tensors
Job nexusflow-starling-lm-7b-beta-v2-mkmlizer completed after 64.56s with status: succeeded
Stopping job with name nexusflow-starling-lm-7b-beta-v2-mkmlizer
Pipeline stage MKMLizer completed in 68.69s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.12s
Running pipeline stage ISVCDeployer
Creating inference service nexusflow-starling-lm-7b-beta-v2
Waiting for inference service nexusflow-starling-lm-7b-beta-v2 to be ready
Inference service nexusflow-starling-lm-7b-beta-v2 ready after 50.29797077178955s
Pipeline stage ISVCDeployer completed in 57.91s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.039813756942749s
Received healthy response to inference request in 0.4329369068145752s
Received healthy response to inference request in 0.650676965713501s
Received healthy response to inference request in 0.4917464256286621s
Received healthy response to inference request in 1.4843943119049072s
5 requests
0 failed requests
5th percentile: 0.4446988105773926
10th percentile: 0.45646071434020996
20th percentile: 0.4799845218658447
30th percentile: 0.5235325336456299
40th percentile: 0.5871047496795654
50th percentile: 0.650676965713501
60th percentile: 0.8063316822052001
70th percentile: 0.9619863986968994
80th percentile: 1.1287298679351807
90th percentile: 1.306562089920044
95th percentile: 1.3954782009124755
99th percentile: 1.4666110897064208
mean time: 0.819913673400879
Pipeline stage StressChecker completed in 4.92s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.06s
Running M-Eval for topic stay_in_character
Running pipeline stage DaemonicSafetyScorer
M-Eval Dataset for topic stay_in_character is loaded
Pipeline stage DaemonicSafetyScorer completed in 0.09s
nexusflow-starling-lm-7b-beta_v2 status is now deployed due to DeploymentManager action
nexusflow-starling-lm-7b-beta_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of nexusflow-starling-lm-7b-beta_v2
Running pipeline stage ISVCDeleter
Checking if service nexusflow-starling-lm-7b-beta-v2 is running
Tearing down inference service nexusflow-starling-lm-7b-beta-v2
Toredown service nexusflow-starling-lm-7b-beta-v2
Pipeline stage ISVCDeleter completed in 4.53s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key nexusflow-starling-lm-7b-beta-v2/added_tokens.json from bucket guanaco-mkml-models
Deleting key nexusflow-starling-lm-7b-beta-v2/config.json from bucket guanaco-mkml-models
Deleting key nexusflow-starling-lm-7b-beta-v2/mkml_model.tensors from bucket guanaco-mkml-models
Deleting key nexusflow-starling-lm-7b-beta-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key nexusflow-starling-lm-7b-beta-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key nexusflow-starling-lm-7b-beta-v2/tokenizer.model from bucket guanaco-mkml-models
Deleting key nexusflow-starling-lm-7b-beta-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key nexusflow-starling-lm-7b-beta-v2_reward/config.json from bucket guanaco-reward-models
Deleting key nexusflow-starling-lm-7b-beta-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key nexusflow-starling-lm-7b-beta-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key nexusflow-starling-lm-7b-beta-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key nexusflow-starling-lm-7b-beta-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key nexusflow-starling-lm-7b-beta-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key nexusflow-starling-lm-7b-beta-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 1.89s
nexusflow-starling-lm-7b-beta_v2 status is now torndown due to DeploymentManager action

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