submission_id: cgato-l3-thespice-8b-dpo_8705_v2
developer_uid: c.gato
status: inactive
model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e16.1
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 0.9, '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: 2024-06-04T17:41:47+00:00
model_name: cgato-l3-thespice-8b-dpo_8705_v2
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 9440
num_wins: 4960
celo_rating: 1205.05
safety_score: 0.9
propriety_score: 0.6481481481481481
propriety_total_count: 216.0
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_8705_v2
ineligible_reason: propriety_total_count < 5000
language_model: cgato/L3-TheSpice-8b-DPO-v3.2-e16.1
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-06-04
win_ratio: 0.5254237288135594
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer to finish
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: ║ /___/ ║
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cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: ║ Version: 0.8.14 ║
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: ║ https://mk1.ai ║
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cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: ║ Chai Research Corp. ║
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cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-8705-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-8705-v2-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:00<00:02, 84.68it/s] Loading 0: 64%|██████▍ | 187/291 [00:01<00:01, 100.20it/s] Loading 0: 99%|█████████▊| 287/291 [00:02<00:00, 142.43it/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-8705-v2-mkmlizer: quantized model in 22.854s
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e16.1 in 42.487s
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-8705-v2
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-8705-v2/config.json
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-8705-v2/tokenizer_config.json
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-8705-v2/special_tokens_map.json
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-8705-v2/tokenizer.json
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-8705-v2/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-8705-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-8705-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-8705-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-8705-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-8705-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-8705-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-8705-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-8705-v2-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: Saving duration: 0.402s
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 4.172s
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v2_reward
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v2_reward/config.json
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v2_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v2_reward/merges.txt
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v2_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v2_reward/vocab.json
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v2_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v2_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer completed after 62.83s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-8705-v2-mkmlizer
Pipeline stage MKMLizer completed in 63.20s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-8705-v2
Waiting for inference service cgato-l3-thespice-8b-dpo-8705-v2 to be ready
Inference service cgato-l3-thespice-8b-dpo-8705-v2 ready after 40.23004150390625s
Pipeline stage ISVCDeployer completed in 45.86s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.04536509513855s
Received healthy response to inference request in 1.2446706295013428s
Received healthy response to inference request in 1.2500500679016113s
Received healthy response to inference request in 1.234952449798584s
Received healthy response to inference request in 1.263028860092163s
5 requests
0 failed requests
5th percentile: 1.2368960857391358
10th percentile: 1.2388397216796876
20th percentile: 1.242726993560791
30th percentile: 1.2457465171813964
40th percentile: 1.2478982925415039
50th percentile: 1.2500500679016113
60th percentile: 1.255241584777832
70th percentile: 1.2604331016540526
80th percentile: 1.4194961071014405
90th percentile: 1.7324306011199953
95th percentile: 1.8888978481292724
99th percentile: 2.0140716457366943
mean time: 1.40761342048645
Pipeline stage StressChecker completed in 7.62s
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_8705_v2 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_8705_v2 status is now inactive due to auto deactivation removed underperforming models

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