submission_id: cgato-l3-thespice-8b-dpo_5027_v2
developer_uid: c.gato
status: inactive
model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e17.2
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': "<|im_start|>system\n{bot_name}'s Persona: {memory}\n", 'prompt_template': '***\n{prompt}\n***<|im_end|>\n', 'bot_template': '<|im_start|>{bot_name}\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>{bot_name}\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: 2024-06-05T01:56:57+00:00
model_name: cgato-l3-thespice-8b-dpo_5027_v2
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 19047
num_wins: 9898
celo_rating: 1198.2
safety_score: 0.95
propriety_score: 0.6184419713831478
propriety_total_count: 629.0
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_5027_v2
ineligible_reason: propriety_total_count < 5000
language_model: cgato/L3-TheSpice-8b-DPO-v3.2-e17.2
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-06-04
win_ratio: 0.5196618890113929
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer to finish
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: ║ Version: 0.8.14 ║
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: ║ https://mk1.ai ║
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cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: ║ Chai Research Corp. ║
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cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-5027-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-5027-v2-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:02, 79.84it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 88.97it/s] Loading 0: 99%|█████████▊| 287/291 [00:02<00:00, 129.85it/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-5027-v2-mkmlizer: quantized model in 23.931s
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e17.2 in 42.969s
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5027-v2
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5027-v2/special_tokens_map.json
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5027-v2/config.json
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5027-v2/tokenizer.json
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5027-v2/tokenizer_config.json
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-5027-v2/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-5027-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-5027-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-5027-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-5027-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-5027-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-5027-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-5027-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-5027-v2-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: Saving duration: 0.405s
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 3.831s
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5027-v2_reward
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5027-v2_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5027-v2_reward/merges.txt
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5027-v2_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5027-v2_reward/config.json
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5027-v2_reward/vocab.json
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5027-v2_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-5027-v2_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer completed after 62.66s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-5027-v2-mkmlizer
Pipeline stage MKMLizer completed in 63.38s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.08s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-5027-v2
Waiting for inference service cgato-l3-thespice-8b-dpo-5027-v2 to be ready
Inference service cgato-l3-thespice-8b-dpo-5027-v2 ready after 110.72532629966736s
Pipeline stage ISVCDeployer completed in 116.57s
Running pipeline stage StressChecker
Received healthy response to inference request in 11.712550640106201s
Received healthy response to inference request in 1.2728397846221924s
Received healthy response to inference request in 1.267608404159546s
Received healthy response to inference request in 1.2974498271942139s
Received healthy response to inference request in 1.2724664211273193s
5 requests
0 failed requests
5th percentile: 1.2685800075531006
10th percentile: 1.2695516109466554
20th percentile: 1.2714948177337646
30th percentile: 1.272541093826294
40th percentile: 1.272690439224243
50th percentile: 1.2728397846221924
60th percentile: 1.282683801651001
70th percentile: 1.2925278186798095
80th percentile: 3.3804699897766133
90th percentile: 7.546510314941407
95th percentile: 9.6295304775238
99th percentile: 11.295946607589721
mean time: 3.3645830154418945
Pipeline stage StressChecker completed in 17.46s
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 0.07s
cgato-l3-thespice-8b-dpo_5027_v2 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_5027_v2 status is now inactive due to auto deactivation removed underperforming models

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