submission_id: cgato-l3-thespice-8b-dpo_3142_v1
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': 0.9, 'top_p': 0.9, 'min_p': 0.0, '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': "{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: 2024-05-31T05:27:16+00:00
model_name: cgato-l3-thespice-8b-dpo_3142_v1
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 9971
num_wins: 5290
celo_rating: 1209.69
safety_score: 0.85
propriety_score: 0.0
propriety_total_count: 1.0
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_v1
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: 2024-05-30
win_ratio: 0.530538561829305
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer to finish
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: ║ /___/ ║
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cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: ║ Version: 0.8.14 ║
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: ║ https://mk1.ai ║
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cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: ║ belonging to: ║
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cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: ║ Chai Research Corp. ║
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cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
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cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-3142-v1-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-v1-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: Downloaded to shared memory in 33.302s
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:03, 68.07it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 80.36it/s] Loading 0: 99%|█████████▊| 287/291 [00:02<00:00, 118.15it/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-v1-mkmlizer: quantized model in 21.313s
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e13.2 in 55.837s
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v1
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v1/tokenizer_config.json
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v1/config.json
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v1/special_tokens_map.json
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v1/tokenizer.json
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-3142-v1/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-3142-v1-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-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3142-v1-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-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3142-v1-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-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-3142-v1-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-v1-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: Saving duration: 0.310s
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 3.180s
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v1_reward
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v1_reward/config.json
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v1_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v1_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v1_reward/vocab.json
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v1_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v1_reward/merges.txt
cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-3142-v1_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer completed after 83.27s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-3142-v1-mkmlizer
Pipeline stage MKMLizer completed in 84.02s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.08s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-3142-v1
Waiting for inference service cgato-l3-thespice-8b-dpo-3142-v1 to be ready
Inference service cgato-l3-thespice-8b-dpo-3142-v1 ready after 70.46647334098816s
Pipeline stage ISVCDeployer completed in 76.25s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1347877979278564s
Received healthy response to inference request in 1.2127275466918945s
Received healthy response to inference request in 1.2467122077941895s
Received healthy response to inference request in 1.2547991275787354s
Received healthy response to inference request in 1.240736484527588s
5 requests
0 failed requests
5th percentile: 1.2183293342590331
10th percentile: 1.223931121826172
20th percentile: 1.2351346969604493
30th percentile: 1.2419316291809082
40th percentile: 1.244321918487549
50th percentile: 1.2467122077941895
60th percentile: 1.2499469757080077
70th percentile: 1.2531817436218262
80th percentile: 1.4307968616485598
90th percentile: 1.782792329788208
95th percentile: 1.958790063858032
99th percentile: 2.0995882511138917
mean time: 1.4179526329040528
Pipeline stage StressChecker completed in 7.83s
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_v1 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_3142_v1 status is now inactive due to auto deactivation removed underperforming models

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