submission_id: cgato-l3-thespice-8b-dpo_2839_v7
developer_uid: c.gato
status: inactive
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', 'You:'], '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': 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: 2024-05-23T12:38:54+00:00
model_name: cgato-l3-thespice-8b-dpo_2839_v7
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 17218
num_wins: 9446
celo_rating: 1206.25
safety_score: 0.91
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_v7
ineligible_reason: propriety_total_count < 5000
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: 2024-05-23
win_ratio: 0.5486119177604832
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer to finish
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: ║ Version: 0.8.14 ║
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cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: ║ https://mk1.ai ║
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cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: ║ Chai Research Corp. ║
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cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-2839-v7-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-v7-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: Downloaded to shared memory in 30.644s
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:02, 76.67it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 93.30it/s] Loading 0: 99%|█████████▊| 287/291 [00:02<00:00, 134.62it/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-v7-mkmlizer: quantized model in 22.972s
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e8.1 in 56.165s
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-2839-v7
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-2839-v7/config.json
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-2839-v7/special_tokens_map.json
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-2839-v7/tokenizer_config.json
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-2839-v7/tokenizer.json
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-2839-v7/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-2839-v7-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-v7-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-2839-v7-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-v7-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-2839-v7-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-v7-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-2839-v7-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-v7-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: Saving duration: 0.419s
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 4.329s
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v7_reward
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v7_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v7_reward/vocab.json
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v7_reward/config.json
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v7_reward/merges.txt
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v7_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-2839-v7_reward/tokenizer.json
Job cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer completed after 83.3s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-2839-v7-mkmlizer
Pipeline stage MKMLizer completed in 87.79s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-2839-v7
Waiting for inference service cgato-l3-thespice-8b-dpo-2839-v7 to be ready
Inference service cgato-l3-thespice-8b-dpo-2839-v7 ready after 40.288591623306274s
Pipeline stage ISVCDeployer completed in 47.95s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.161444902420044s
Received healthy response to inference request in 1.2206287384033203s
Received healthy response to inference request in 1.2150962352752686s
Received healthy response to inference request in 1.2635307312011719s
Received healthy response to inference request in 1.2337265014648438s
5 requests
0 failed requests
5th percentile: 1.216202735900879
10th percentile: 1.2173092365264893
20th percentile: 1.21952223777771
30th percentile: 1.223248291015625
40th percentile: 1.2284873962402343
50th percentile: 1.2337265014648438
60th percentile: 1.245648193359375
70th percentile: 1.2575698852539063
80th percentile: 1.4431135654449465
90th percentile: 1.8022792339324951
95th percentile: 1.9818620681762693
99th percentile: 2.125528335571289
mean time: 1.4188854217529296
Pipeline stage StressChecker completed in 7.73s
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_2839_v7 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_2839_v7 status is now inactive due to auto deactivation removed underperforming models

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