developer_uid: c.gato
submission_id: cgato-l3-thespice-8b-dpo_9457_v1
model_name: cgato-l3-thespice-8b-dpo_9457_v1
model_group: cgato/L3-TheSpice-8b-DPO
status: torndown
timestamp: 2024-04-29T04:16:40+00:00
num_battles: 7535
num_wins: 4489
celo_rating: 1225.49
family_friendly_score: 0.0
submission_type: basic
model_repo: cgato/L3-TheSpice-8b-DPO-v1.3-e9.2
model_architecture: LlamaForCausalLM
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: cgato-l3-thespice-8b-dpo_9457_v1
is_internal_developer: False
language_model: cgato/L3-TheSpice-8b-DPO-v1.3-e9.2
model_size: 8B
ranking_group: single
us_pacific_date: 2024-04-28
win_ratio: 0.5957531519575315
generation_params: {'temperature': 0.8, 'top_p': 0.9, '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: {'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'}
model_eval_status: success
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer to finish
Stopping job with name cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer
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Starting job with name cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer to finish
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║     _____            __           __                                ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║       /___/                                                         ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║                                                                     ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║  Version: 0.8.10                                                    ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║                                                                     ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║  belonging to:                                                      ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║                                                                     ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║  Expiration: 2024-07-15 23:59:59                                    ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ║                                                                     ║
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-9457-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.
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer:   warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: Downloaded to shared memory in 40.370s
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: 
Loading 0:   0%|          | 0/291 [00:00<?, ?it/s]
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Loading 0:  99%|█████████▊| 287/291 [00:02<00:00, 120.96it/s]
                                                             
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: quantized model in 18.659s
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v1.3-e9.2 in 60.025s
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-9457-v1
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-9457-v1/config.json
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-9457-v1/special_tokens_map.json
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-9457-v1/tokenizer_config.json
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-9457-v1/tokenizer.json
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-9457-v1/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-9457-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.
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer:   warnings.warn(
cgato-l3-thespice-8b-dpo-9457-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.
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer:   warnings.warn(
cgato-l3-thespice-8b-dpo-9457-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.
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer:   warnings.warn(
cgato-l3-thespice-8b-dpo-9457-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()
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer:   return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: Saving duration: 0.290s
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 7.547s
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-9457-v1_reward
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-9457-v1_reward/config.json
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-9457-v1_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-9457-v1_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-9457-v1_reward/merges.txt
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-9457-v1_reward/vocab.json
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-9457-v1_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-9457-v1_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer completed after 94.41s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-9457-v1-mkmlizer
Pipeline stage MKMLizer completed in 99.83s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-9457-v1
Waiting for inference service cgato-l3-thespice-8b-dpo-9457-v1 to be ready
Inference service cgato-l3-thespice-8b-dpo-9457-v1 ready after 30.180320024490356s
Pipeline stage ISVCDeployer completed in 37.83s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.115787982940674s
Received healthy response to inference request in 1.2753050327301025s
Received healthy response to inference request in 1.285785436630249s
Received healthy response to inference request in 1.2849197387695312s
Received healthy response to inference request in 1.2906649112701416s
5 requests
0 failed requests
5th percentile: 1.2772279739379884
10th percentile: 1.279150915145874
20th percentile: 1.2829967975616454
30th percentile: 1.2850928783416748
40th percentile: 1.2854391574859618
50th percentile: 1.285785436630249
60th percentile: 1.2877372264862061
70th percentile: 1.289689016342163
80th percentile: 1.4556895256042481
90th percentile: 1.785738754272461
95th percentile: 1.9507633686065673
99th percentile: 2.0827830600738526
mean time: 1.4504926204681396
Pipeline stage StressChecker completed in 7.89s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.03s
Running pipeline stage DaemonicSafetyScorer
Running M-Eval for topic stay_in_character
Pipeline stage DaemonicSafetyScorer completed in 0.04s
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M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_9457_v1 status is now deployed due to DeploymentManager action
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cgato-l3-thespice-8b-dpo_9457_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cgato-l3-thespice-8b-dpo_9457_v1
Running pipeline stage ISVCDeleter
Deleting key cgato-l3-thespice-8b-dpo-6682-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-6682-v1/tokenizer.json from bucket guanaco-mkml-models
Checking if service cgato-l3-thespice-8b-dpo-9457-v1 is running
Deleting key cgato-l3-thespice-8b-dpo-6682-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-6682-v1_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-6682-v1_reward/merges.txt from bucket guanaco-reward-models
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Deleting key cgato-l3-thespice-8b-dpo-6682-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
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Pipeline stage MKMLModelDeleter completed in 2.47s
cgato-l3-thespice-8b-dpo_6682_v1 status is now torndown due to DeploymentManager action
Tearing down inference service cgato-l3-thespice-8b-dpo-9457-v1
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Pipeline stage ISVCDeleter completed in 3.53s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
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Deleting key cgato-l3-thespice-8b-dpo-9457-v1/config.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-9457-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-9457-v1/special_tokens_map.json from bucket guanaco-mkml-models
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Deleting key cgato-l3-thespice-8b-dpo-9457-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-9457-v1_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-9457-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-9457-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-9457-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
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Deleting key cgato-l3-thespice-8b-dpo-9457-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-9457-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 2.13s
cgato-l3-thespice-8b-dpo_9457_v1 status is now torndown due to DeploymentManager action