submission_id: cgato-l3-thespice-8b-dpo_7816_v2
developer_uid: c.gato
status: torndown
model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e4.1
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 0.9, 'top_p': 0.8, 'min_p': 0.0, 'top_k': 100, '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': "<|im_start|>system\n{bot_name}'s Persona: {memory}\n", 'prompt_template': '***{prompt}\n***<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{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: 2024-05-11T17:34:23+00:00
model_name: cgato-l3-thespice-8b-dpo_7816_v2
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 23867
num_wins: 12816
celo_rating: 1200.24
propriety_score: 0.0
propriety_total_count: 0.0
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_7816_v2
ineligible_reason: propriety_total_count < 800
language_model: cgato/L3-TheSpice-8b-DPO-v3.2-e4.1
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-05-11
win_ratio: 0.5369757405622827
preference_data_url: None
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer to finish
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ _____ __ __ ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ Version: 0.8.10 ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ The license key for the current software has been verified as ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ belonging to: ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-7816-v2-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-7816-v2-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: Downloaded to shared memory in 11.205s
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:02, 79.78it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 92.84it/s] Loading 0: 100%|██████████| 291/291 [00:07<00:00, 34.41it/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-7816-v2-mkmlizer: quantized model in 19.278s
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e4.1 in 31.549s
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7816-v2
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7816-v2/config.json
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7816-v2/tokenizer_config.json
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7816-v2/special_tokens_map.json
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7816-v2/tokenizer.json
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-7816-v2/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-7816-v2-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-7816-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-7816-v2-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-7816-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-7816-v2-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-7816-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-7816-v2-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-7816-v2-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: Saving duration: 0.266s
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 7.197s
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7816-v2_reward
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7816-v2_reward/config.json
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7816-v2_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7816-v2_reward/merges.txt
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7816-v2_reward/vocab.json
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7816-v2_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-7816-v2_reward/tokenizer.json
Job cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer completed after 62.72s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-7816-v2-mkmlizer
Pipeline stage MKMLizer completed in 64.67s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-7816-v2
Waiting for inference service cgato-l3-thespice-8b-dpo-7816-v2 to be ready
Inference service cgato-l3-thespice-8b-dpo-7816-v2 ready after 40.22867703437805s
Pipeline stage ISVCDeployer completed in 47.41s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1293811798095703s
Received healthy response to inference request in 1.2718725204467773s
Received healthy response to inference request in 1.2892332077026367s
Received healthy response to inference request in 1.3113212585449219s
Received healthy response to inference request in 1.2997105121612549s
5 requests
0 failed requests
5th percentile: 1.2753446578979493
10th percentile: 1.2788167953491212
20th percentile: 1.2857610702514648
30th percentile: 1.2913286685943604
40th percentile: 1.2955195903778076
50th percentile: 1.2997105121612549
60th percentile: 1.3043548107147216
70th percentile: 1.3089991092681885
80th percentile: 1.4749332427978517
90th percentile: 1.802157211303711
95th percentile: 1.9657691955566405
99th percentile: 2.0966587829589844
mean time: 1.4603037357330322
Pipeline stage StressChecker completed in 7.93s
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 0.05s
M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_7816_v2 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_7816_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cgato-l3-thespice-8b-dpo_7816_v2
Running pipeline stage ISVCDeleter
Checking if service cgato-l3-thespice-8b-dpo-7816-v2 is running
Tearing down inference service cgato-l3-thespice-8b-dpo-7816-v2
Toredown service cgato-l3-thespice-8b-dpo-7816-v2
Pipeline stage ISVCDeleter completed in 4.50s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-7816-v2/config.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-7816-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-7816-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-7816-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-7816-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-7816-v2_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-7816-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-7816-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-7816-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-7816-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-7816-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-7816-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 2.24s
cgato-l3-thespice-8b-dpo_7816_v2 status is now torndown due to DeploymentManager action

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