submission_id: nexusflow-starling-lm-7b-beta_v1
developer_uid: zonemercy
status: inactive
model_repo: Nexusflow/Starling-LM-7B-beta
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], '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}:'}
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}:'}
timestamp: 2024-03-21T17:22:18+00:00
model_name: nexusflow-starling-lm-7b-beta_v1
model_eval_status: success
safety_score: 0.97
entertaining: 6.94
stay_in_character: 8.42
user_preference: 7.16
double_thumbs_up: 638
thumbs_up: 1099
thumbs_down: 512
num_battles: 67520
num_wins: 33715
win_ratio: 0.4993335308056872
celo_rating: 1156.75
Resubmit model
Running pipeline stage MKMLizer
Starting job with name nexusflow-starling-lm-7b-beta-v1-mkmlizer
Waiting for job on nexusflow-starling-lm-7b-beta-v1-mkmlizer to finish
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ _____ __ __ ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ /___/ ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ Version: 0.6.11 ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ The license key for the current software has been verified as ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ belonging to: ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ Chai Research Corp. ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ Expiration: 2024-04-15 23:59:59 ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ║ ║
nexusflow-starling-lm-7b-beta-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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nexusflow-starling-lm-7b-beta-v1-mkmlizer: Downloaded to shared memory in 21.594s
nexusflow-starling-lm-7b-beta-v1-mkmlizer: quantizing model to /dev/shm/model_cache
nexusflow-starling-lm-7b-beta-v1-mkmlizer: Saving mkml model at /dev/shm/model_cache
nexusflow-starling-lm-7b-beta-v1-mkmlizer: Reading /tmp/tmptc515mbf/model.safetensors.index.json
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nexusflow-starling-lm-7b-beta-v1-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-v1-mkmlizer: quantized model in 15.620s
nexusflow-starling-lm-7b-beta-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v1/tokenizer.model
nexusflow-starling-lm-7b-beta-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v1/tokenizer.json
nexusflow-starling-lm-7b-beta-v1-mkmlizer: cp /dev/shm/model_cache/mkml_model.tensors s3://guanaco-mkml-models/nexusflow-starling-lm-7b-beta-v1/mkml_model.tensors
nexusflow-starling-lm-7b-beta-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
nexusflow-starling-lm-7b-beta-v1-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-v1-mkmlizer: warnings.warn(
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nexusflow-starling-lm-7b-beta-v1-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-v1-mkmlizer: warnings.warn(
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nexusflow-starling-lm-7b-beta-v1-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-v1-mkmlizer: warnings.warn(
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nexusflow-starling-lm-7b-beta-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nexusflow-starling-lm-7b-beta-v1-mkmlizer: Saving duration: 0.260s
nexusflow-starling-lm-7b-beta-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 9.820s
nexusflow-starling-lm-7b-beta-v1-mkmlizer: creating bucket guanaco-reward-models
nexusflow-starling-lm-7b-beta-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
nexusflow-starling-lm-7b-beta-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/nexusflow-starling-lm-7b-beta-v1_reward
nexusflow-starling-lm-7b-beta-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/nexusflow-starling-lm-7b-beta-v1_reward/config.json
nexusflow-starling-lm-7b-beta-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/nexusflow-starling-lm-7b-beta-v1_reward/special_tokens_map.json
nexusflow-starling-lm-7b-beta-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/nexusflow-starling-lm-7b-beta-v1_reward/tokenizer_config.json
nexusflow-starling-lm-7b-beta-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/nexusflow-starling-lm-7b-beta-v1_reward/merges.txt
nexusflow-starling-lm-7b-beta-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/nexusflow-starling-lm-7b-beta-v1_reward/vocab.json
nexusflow-starling-lm-7b-beta-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/nexusflow-starling-lm-7b-beta-v1_reward/tokenizer.json
nexusflow-starling-lm-7b-beta-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nexusflow-starling-lm-7b-beta-v1_reward/reward.tensors
Job nexusflow-starling-lm-7b-beta-v1-mkmlizer completed after 76.25s with status: succeeded
Stopping job with name nexusflow-starling-lm-7b-beta-v1-mkmlizer
Pipeline stage MKMLizer completed in 79.77s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.40s
Running pipeline stage ISVCDeployer
Creating inference service nexusflow-starling-lm-7b-beta-v1
Waiting for inference service nexusflow-starling-lm-7b-beta-v1 to be ready
Inference service nexusflow-starling-lm-7b-beta-v1 ready after 40.28033494949341s
Pipeline stage ISVCDeployer completed in 48.59s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7477951049804688s
Received healthy response to inference request in 1.1712391376495361s
Received healthy response to inference request in 0.9526352882385254s
Received healthy response to inference request in 1.043799877166748s
Received healthy response to inference request in 1.203955888748169s
5 requests
0 failed requests
5th percentile: 0.9708682060241699
10th percentile: 0.9891011238098144
20th percentile: 1.0255669593811034
30th percentile: 1.0692877292633056
40th percentile: 1.120263433456421
50th percentile: 1.1712391376495361
60th percentile: 1.1843258380889892
70th percentile: 1.1974125385284424
80th percentile: 1.312723731994629
90th percentile: 1.5302594184875489
95th percentile: 1.6390272617340087
99th percentile: 1.7260415363311767
mean time: 1.2238850593566895
Pipeline stage StressChecker completed in 7.01s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.05s
Running pipeline stage DaemonicSafetyScorer
Running M-Eval for topic stay_in_character
Pipeline stage DaemonicSafetyScorer completed in 0.04s
M-Eval Dataset for topic stay_in_character is loaded
nexusflow-starling-lm-7b-beta_v1 status is now inactive due to auto deactivation removed underperforming models

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