submission_id: cgato-l3-thespice-8b-dpo_6827_v1
developer_uid: c.gato
status: inactive
model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e3.1.2
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
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: {'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: 2024-05-10T18:28:19+00:00
model_name: cgato-l3-thespice-8b-dpo_6827_v1
model_eval_status: success
double_thumbs_up: 262
thumbs_up: 352
thumbs_down: 183
num_battles: 20599
num_wins: 11163
celo_rating: 1204.75
entertaining: 6.82
stay_in_character: 8.62
user_preference: 7.0
safety_score: 0.95
submission_type: basic
model_architecture: LlamaForCausalLM
model_num_parameters: 8030277632.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: cgato-l3-thespice-8b-dpo_6827_v1
double_thumbs_up_ratio: 0.328732747804266
feedback_count: 797
ineligible_reason: None
language_model: cgato/L3-TheSpice-8b-DPO-v3.2-e3.1.2
model_score: 7.4799999999999995
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
single_thumbs_up_ratio: 0.44165621079046424
thumbs_down_ratio: 0.22961104140526975
thumbs_up_ratio: 0.7703889585947302
us_pacific_date: 2024-05-10
win_ratio: 0.5419195106558571
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer to finish
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: ║ _____ __ __ ║
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cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: ║ Version: 0.8.10 ║
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: ║ ║
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cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
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cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-6827-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-6827-v1-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: Downloaded to shared memory in 24.115s
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 64%|██████▍ | 187/291 [00:01<00:01, 96.29it/s] Loading 0: 100%|██████████| 291/291 [00:06<00:00, 37.59it/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-6827-v1-mkmlizer: quantized model in 17.872s
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e3.1.2 in 42.965s
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6827-v1
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6827-v1/config.json
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6827-v1/special_tokens_map.json
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6827-v1/tokenizer_config.json
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6827-v1/tokenizer.json
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-6827-v1/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-6827-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-6827-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-6827-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-6827-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-6827-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-6827-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-6827-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-6827-v1-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: Saving duration: 0.235s
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 4.926s
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6827-v1_reward
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6827-v1_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6827-v1_reward/config.json
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6827-v1_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6827-v1_reward/merges.txt
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6827-v1_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6827-v1_reward/vocab.json
cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-6827-v1_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer completed after 83.25s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-6827-v1-mkmlizer
Pipeline stage MKMLizer completed in 88.13s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-6827-v1
Waiting for inference service cgato-l3-thespice-8b-dpo-6827-v1 to be ready
Inference service cgato-l3-thespice-8b-dpo-6827-v1 ready after 30.206164121627808s
Pipeline stage ISVCDeployer completed in 38.11s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.189617156982422s
Received healthy response to inference request in 1.3629567623138428s
Received healthy response to inference request in 1.2620198726654053s
Received healthy response to inference request in 1.265329360961914s
Received healthy response to inference request in 1.2772600650787354s
5 requests
0 failed requests
5th percentile: 1.262681770324707
10th percentile: 1.2633436679840089
20th percentile: 1.2646674633026123
30th percentile: 1.2677155017852784
40th percentile: 1.2724877834320067
50th percentile: 1.2772600650787354
60th percentile: 1.3115387439727784
70th percentile: 1.3458174228668214
80th percentile: 1.5282888412475588
90th percentile: 1.8589529991149902
95th percentile: 2.024285078048706
99th percentile: 2.156550741195679
mean time: 1.4714366436004638
Pipeline stage StressChecker completed in 8.01s
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
M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_6827_v1 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_6827_v1 status is now inactive due to auto deactivation removed underperforming models

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