submission_id: cgato-l3-thespice-8b-dpo_3142_v6
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': 1.0, 'top_p': 0.9, '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: 2024-05-31T14:36:24+00:00
model_name: cgato-l3-thespice-8b-dpo_3142_v6
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 13972
num_wins: 7621
celo_rating: 1213.58
safety_score: 0.89
propriety_score: 0.75
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_v6
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: 0.5454480389350129
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer to finish
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: ║ Version: 0.8.14 ║
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: ║ https://mk1.ai ║
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cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: ║ Chai Research Corp. ║
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cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-3142-v6-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-v6-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: Downloaded to shared memory in 43.209s
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:03, 54.27it/s] Loading 0: 64%|██████▍ | 187/291 [00:03<00:01, 63.61it/s] Loading 0: 99%|█████████▊| 287/291 [00:03<00:00, 92.91it/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-v6-mkmlizer: quantized model in 27.426s
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e13.2 in 73.167s
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v6
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v6/config.json
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v6/special_tokens_map.json
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v6/tokenizer_config.json
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v6/tokenizer.json
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v6/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-3142-v6-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-v6-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3142-v6-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-v6-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3142-v6-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-v6-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3142-v6-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-v6-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: Saving duration: 0.437s
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 12.444s
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v6_reward
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v6_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v6_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v6_reward/config.json
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v6_reward/vocab.json
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v6_reward/merges.txt
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v6_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v6_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer completed after 113.94s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-3142-v6-mkmlizer
Pipeline stage MKMLizer completed in 114.71s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-3142-v6
Waiting for inference service cgato-l3-thespice-8b-dpo-3142-v6 to be ready
Inference service cgato-l3-thespice-8b-dpo-3142-v6 ready after 40.234381914138794s
Pipeline stage ISVCDeployer completed in 46.07s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2110331058502197s
Received healthy response to inference request in 1.301037311553955s
Received healthy response to inference request in 1.3271925449371338s
Received healthy response to inference request in 1.2913503646850586s
Received healthy response to inference request in 1.2846713066101074s
5 requests
0 failed requests
5th percentile: 1.2860071182250976
10th percentile: 1.2873429298400878
20th percentile: 1.2900145530700684
30th percentile: 1.293287754058838
40th percentile: 1.2971625328063965
50th percentile: 1.301037311553955
60th percentile: 1.3114994049072266
70th percentile: 1.3219614982604981
80th percentile: 1.5039606571197512
90th percentile: 1.8574968814849855
95th percentile: 2.0342649936676023
99th percentile: 2.1756794834136963
mean time: 1.4830569267272948
Pipeline stage StressChecker completed in 8.03s
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_v6 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_3142_v6 status is now inactive due to auto deactivation removed underperforming models

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