submission_id: cgato-l3-thespice-8b-dpo_3142_v8
developer_uid: c.gato
status: inactive
model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e13.2
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 1.25, 'top_p': 1.0, 'min_p': 0.05, '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{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{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: 2024-05-31T15:17:53+00:00
model_name: cgato-l3-thespice-8b-dpo_3142_v8
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 8354
num_wins: 4454
celo_rating: 1204.62
safety_score: 0.76
propriety_score: 1.0
propriety_total_count: 4.0
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_3142_v8
ineligible_reason: propriety_total_count < 5000
language_model: cgato/L3-TheSpice-8b-DPO-v3.2-e13.2
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-05-31
win_ratio: 0.5331577687335408
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer to finish
Stopping job with name cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer
%s, retrying in %s seconds...
Starting job with name cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer to finish
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: ║ Version: 0.8.14 ║
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: ║ https://mk1.ai ║
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cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-3142-v8-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-3142-v8-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: Downloaded to shared memory in 43.345s
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:03, 59.84it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 67.65it/s] Loading 0: 99%|█████████▊| 287/291 [00:03<00:00, 101.24it/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-3142-v8-mkmlizer: quantized model in 24.936s
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e13.2 in 70.844s
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v8/tokenizer_config.json
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v8/special_tokens_map.json
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v8/tokenizer.json
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v8/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-3142-v8-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-3142-v8-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3142-v8-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-3142-v8-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3142-v8-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-3142-v8-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3142-v8-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-3142-v8-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: Saving duration: 0.509s
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 12.365s
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v8_reward
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v8_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v8_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v8_reward/config.json
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v8_reward/merges.txt
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v8_reward/vocab.json
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v8_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v8_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer completed after 136.18s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-3142-v8-mkmlizer
Pipeline stage MKMLizer completed in 137.50s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-3142-v8
Waiting for inference service cgato-l3-thespice-8b-dpo-3142-v8 to be ready
Inference service cgato-l3-thespice-8b-dpo-3142-v8 ready after 180.96520566940308s
Pipeline stage ISVCDeployer completed in 186.94s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3009278774261475s
Received healthy response to inference request in 1.3166959285736084s
Received healthy response to inference request in 1.3109779357910156s
Received healthy response to inference request in 1.3194587230682373s
Received healthy response to inference request in 1.3112359046936035s
5 requests
0 failed requests
5th percentile: 1.3110295295715333
10th percentile: 1.3110811233520507
20th percentile: 1.3111843109130858
30th percentile: 1.3123279094696045
40th percentile: 1.3145119190216064
50th percentile: 1.3166959285736084
60th percentile: 1.31780104637146
70th percentile: 1.3189061641693116
80th percentile: 1.5157525539398196
90th percentile: 1.9083402156829834
95th percentile: 2.1046340465545654
99th percentile: 2.2616691112518312
mean time: 1.5118592739105225
Pipeline stage StressChecker completed in 8.15s
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 0.03s
M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_3142_v8 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_3142_v8 status is now inactive due to auto deactivation removed underperforming models

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