submission_id: nitral-ai-pp-0-71a_v1
developer_uid: Nitral-AI
status: inactive
model_repo: Nitral-AI/PP_0.71a
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, '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}:', '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: 2024-05-02T00:14:43+00:00
model_name: nitral-ai-pp-0-71a_v1
model_eval_status: success
double_thumbs_up: 312
thumbs_up: 445
thumbs_down: 210
num_battles: 23609
num_wins: 12294
celo_rating: 1194.56
entertaining: 7.0
stay_in_character: 8.81
user_preference: 7.46
safety_score: 0.95
submission_type: basic
model_architecture: LlamaForCausalLM
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: nitral-ai-pp-0-71a_v1
double_thumbs_up_ratio: 0.32264736297828334
feedback_count: 967
ineligible_reason: None
language_model: Nitral-AI/PP_0.71a
model_score: 7.756666666666667
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
single_thumbs_up_ratio: 0.46018614270941055
thumbs_down_ratio: 0.2171664943123061
thumbs_up_ratio: 0.7828335056876939
us_pacific_date: 2024-05-01
win_ratio: 0.5207336185353043
Resubmit model
Running pipeline stage MKMLizer
Starting job with name nitral-ai-pp-0-71a-v1-mkmlizer
Waiting for job on nitral-ai-pp-0-71a-v1-mkmlizer to finish
nitral-ai-pp-0-71a-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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nitral-ai-pp-0-71a-v1-mkmlizer: ║ ║
nitral-ai-pp-0-71a-v1-mkmlizer: ║ Version: 0.8.10 ║
nitral-ai-pp-0-71a-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
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nitral-ai-pp-0-71a-v1-mkmlizer: ║ Chai Research Corp. ║
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nitral-ai-pp-0-71a-v1-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
nitral-ai-pp-0-71a-v1-mkmlizer: ║ ║
nitral-ai-pp-0-71a-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nitral-ai-pp-0-71a-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'list_files_info' (from 'huggingface_hub.hf_api') is deprecated and will be removed from version '0.23'. Use `list_repo_tree` and `get_paths_info` instead.
nitral-ai-pp-0-71a-v1-mkmlizer: warnings.warn(warning_message, FutureWarning)
nitral-ai-pp-0-71a-v1-mkmlizer: Downloaded to shared memory in 54.296s
nitral-ai-pp-0-71a-v1-mkmlizer: quantizing model to /dev/shm/model_cache
nitral-ai-pp-0-71a-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nitral-ai-pp-0-71a-v1-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 32%|███▏ | 92/291 [00:00<00:02, 92.04it/s] Loading 0: 42%|████▏ | 123/291 [00:05<00:09, 18.34it/s] Loading 0: 77%|███████▋ | 225/291 [00:11<00:03, 17.59it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
nitral-ai-pp-0-71a-v1-mkmlizer: quantized model in 19.316s
nitral-ai-pp-0-71a-v1-mkmlizer: Processed model Nitral-AI/PP_0.71a in 74.683s
nitral-ai-pp-0-71a-v1-mkmlizer: creating bucket guanaco-mkml-models
nitral-ai-pp-0-71a-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nitral-ai-pp-0-71a-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nitral-ai-pp-0-71a-v1
nitral-ai-pp-0-71a-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nitral-ai-pp-0-71a-v1/config.json
nitral-ai-pp-0-71a-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nitral-ai-pp-0-71a-v1/special_tokens_map.json
nitral-ai-pp-0-71a-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nitral-ai-pp-0-71a-v1/tokenizer_config.json
nitral-ai-pp-0-71a-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nitral-ai-pp-0-71a-v1/tokenizer.json
nitral-ai-pp-0-71a-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nitral-ai-pp-0-71a-v1/flywheel_model.0.safetensors
nitral-ai-pp-0-71a-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
nitral-ai-pp-0-71a-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:913: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nitral-ai-pp-0-71a-v1-mkmlizer: warnings.warn(
nitral-ai-pp-0-71a-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:757: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nitral-ai-pp-0-71a-v1-mkmlizer: warnings.warn(
nitral-ai-pp-0-71a-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:468: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nitral-ai-pp-0-71a-v1-mkmlizer: warnings.warn(
nitral-ai-pp-0-71a-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/torch/_utils.py:831: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly. To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
nitral-ai-pp-0-71a-v1-mkmlizer: return self.fget.__get__(instance, owner)()
nitral-ai-pp-0-71a-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nitral-ai-pp-0-71a-v1-mkmlizer: Saving duration: 0.307s
nitral-ai-pp-0-71a-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 6.111s
nitral-ai-pp-0-71a-v1-mkmlizer: creating bucket guanaco-reward-models
nitral-ai-pp-0-71a-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
nitral-ai-pp-0-71a-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/nitral-ai-pp-0-71a-v1_reward
nitral-ai-pp-0-71a-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/nitral-ai-pp-0-71a-v1_reward/config.json
nitral-ai-pp-0-71a-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/nitral-ai-pp-0-71a-v1_reward/special_tokens_map.json
nitral-ai-pp-0-71a-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/nitral-ai-pp-0-71a-v1_reward/tokenizer_config.json
nitral-ai-pp-0-71a-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/nitral-ai-pp-0-71a-v1_reward/merges.txt
nitral-ai-pp-0-71a-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/nitral-ai-pp-0-71a-v1_reward/vocab.json
nitral-ai-pp-0-71a-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/nitral-ai-pp-0-71a-v1_reward/tokenizer.json
nitral-ai-pp-0-71a-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nitral-ai-pp-0-71a-v1_reward/reward.tensors
Job nitral-ai-pp-0-71a-v1-mkmlizer completed after 114.6s with status: succeeded
Stopping job with name nitral-ai-pp-0-71a-v1-mkmlizer
Pipeline stage MKMLizer completed in 117.91s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.11s
Running pipeline stage ISVCDeployer
Creating inference service nitral-ai-pp-0-71a-v1
Waiting for inference service nitral-ai-pp-0-71a-v1 to be ready
Inference service nitral-ai-pp-0-71a-v1 ready after 30.172911882400513s
Pipeline stage ISVCDeployer completed in 36.96s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.085298538208008s
Received healthy response to inference request in 1.2730541229248047s
Received healthy response to inference request in 1.2028231620788574s
Received healthy response to inference request in 1.252152442932129s
Received healthy response to inference request in 1.228384256362915s
5 requests
0 failed requests
5th percentile: 1.207935380935669
10th percentile: 1.2130475997924806
20th percentile: 1.2232720375061035
30th percentile: 1.2331378936767579
40th percentile: 1.2426451683044433
50th percentile: 1.252152442932129
60th percentile: 1.2605131149291993
70th percentile: 1.2688737869262696
80th percentile: 1.4355030059814455
90th percentile: 1.7604007720947266
95th percentile: 1.922849655151367
99th percentile: 2.0528087615966797
mean time: 1.4083425045013427
Pipeline stage StressChecker completed in 7.82s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.03s
Running pipeline stage DaemonicSafetyScorer
Pipeline stage DaemonicSafetyScorer completed in 0.03s
Running M-Eval for topic stay_in_character
nitral-ai-pp-0-71a_v1 status is now deployed due to DeploymentManager action
M-Eval Dataset for topic stay_in_character is loaded
nitral-ai-pp-0-71a_v1 status is now inactive due to auto deactivation removed underperforming models

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