submission_id: cgato-l3-thespice-8b-dpo_2839_v2
developer_uid: c.gato
status: torndown
model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e8.1
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 0.8, 'top_p': 0.9, 'min_p': 0.0, 'top_k': 200, '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\n", 'prompt_template': '{prompt}<|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': True}
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': True}
timestamp: 2024-05-23T02:40:16+00:00
model_name: cgato-l3-thespice-8b-dpo_2839_v2
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 8008
num_wins: 4241
celo_rating: 1195.7
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_2839_v2
ineligible_reason: propriety_total_count < 800
language_model: cgato/L3-TheSpice-8b-DPO-v3.2-e8.1
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-05-22
win_ratio: 0.5295954045954046
preference_data_url: None
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer to finish
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: ║ Version: 0.8.14 ║
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: ║ https://mk1.ai ║
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cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: ║ belonging to: ║
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cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
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cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-2839-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-2839-v2-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: Downloaded to shared memory in 53.804s
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:03, 58.23it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 69.89it/s] Loading 0: 99%|█████████▊| 287/291 [00:03<00:00, 102.20it/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-2839-v2-mkmlizer: quantized model in 25.635s
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e8.1 in 82.028s
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-2839-v2
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-2839-v2/config.json
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-2839-v2/special_tokens_map.json
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-2839-v2/tokenizer_config.json
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-2839-v2/tokenizer.json
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-2839-v2/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-2839-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-2839-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-2839-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-2839-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-2839-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-2839-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-2839-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-2839-v2-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: Saving duration: 0.456s
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 12.637s
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v2_reward
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v2_reward/config.json
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v2_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v2_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v2_reward/merges.txt
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v2_reward/vocab.json
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v2_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v2_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer completed after 185.59s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-2839-v2-mkmlizer
Pipeline stage MKMLizer completed in 190.16s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.12s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-2839-v2
Waiting for inference service cgato-l3-thespice-8b-dpo-2839-v2 to be ready
Inference service cgato-l3-thespice-8b-dpo-2839-v2 ready after 40.24444127082825s
Pipeline stage ISVCDeployer completed in 48.12s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2219221591949463s
Received healthy response to inference request in 1.2710583209991455s
Received healthy response to inference request in 1.2908265590667725s
Received healthy response to inference request in 1.2805917263031006s
Received healthy response to inference request in 1.267538070678711s
5 requests
0 failed requests
5th percentile: 1.2682421207427979
10th percentile: 1.2689461708068848
20th percentile: 1.2703542709350586
30th percentile: 1.2729650020599366
40th percentile: 1.2767783641815185
50th percentile: 1.2805917263031006
60th percentile: 1.2846856594085694
70th percentile: 1.2887795925140382
80th percentile: 1.4770456790924074
90th percentile: 1.849483919143677
95th percentile: 2.035703039169311
99th percentile: 2.1846783351898194
mean time: 1.4663873672485352
Pipeline stage StressChecker completed in 8.14s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.03s
Running M-Eval for topic stay_in_character
Running pipeline stage DaemonicSafetyScorer
M-Eval Dataset for topic stay_in_character is loaded
Pipeline stage DaemonicSafetyScorer completed in 0.08s
cgato-l3-thespice-8b-dpo_2839_v2 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_2839_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cgato-l3-thespice-8b-dpo_2839_v2
Running pipeline stage ISVCDeleter
Checking if service cgato-l3-thespice-8b-dpo-2839-v2 is running
Tearing down inference service cgato-l3-thespice-8b-dpo-2839-v2
Toredown service cgato-l3-thespice-8b-dpo-2839-v2
Pipeline stage ISVCDeleter completed in 7.08s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-2839-v2/config.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-2839-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-2839-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-2839-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-2839-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-2839-v2_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-2839-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-2839-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-2839-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-2839-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-2839-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-2839-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 3.42s
cgato-l3-thespice-8b-dpo_2839_v2 status is now torndown due to DeploymentManager action

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