submission_id: cgato-l3-thespice-8b-dpo_4375_v2
developer_uid: c.gato
status: inactive
model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e11.2
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 1.0, 'top_p': 0.9, 'min_p': 0.1, '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: 2024-05-27T22:17:38+00:00
model_name: cgato-l3-thespice-8b-dpo_4375_v2
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 9449
num_wins: 5047
celo_rating: 1203.64
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_4375_v2
ineligible_reason: propriety_total_count < 5000
language_model: cgato/L3-TheSpice-8b-DPO-v3.2-e11.2
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-05-27
win_ratio: 0.5341305958302466
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer to finish
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ _____ __ __ ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ Version: 0.8.14 ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ https://mk1.ai ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ The license key for the current software has been verified as ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ belonging to: ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-4375-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-4375-v2-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: Downloaded to shared memory in 21.977s
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:02, 72.04it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 86.38it/s] Loading 0: 99%|█████████▊| 287/291 [00:02<00:00, 126.32it/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-4375-v2-mkmlizer: quantized model in 21.019s
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e11.2 in 44.226s
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4375-v2
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4375-v2/config.json
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4375-v2/special_tokens_map.json
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4375-v2/tokenizer_config.json
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4375-v2/tokenizer.json
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-4375-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-4375-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-4375-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-4375-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-4375-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-4375-v2-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-4375-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-4375-v2-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: Saving duration: 0.271s
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 7.281s
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4375-v2_reward
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4375-v2_reward/config.json
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4375-v2_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4375-v2_reward/merges.txt
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4375-v2_reward/vocab.json
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4375-v2_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4375-v2_reward/tokenizer.json
Job cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer completed after 76.5s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-4375-v2-mkmlizer
Pipeline stage MKMLizer completed in 80.92s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.11s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-4375-v2
Waiting for inference service cgato-l3-thespice-8b-dpo-4375-v2 to be ready
Inference service cgato-l3-thespice-8b-dpo-4375-v2 ready after 40.26664161682129s
Pipeline stage ISVCDeployer completed in 49.78s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.31300950050354s
Received healthy response to inference request in 1.334418773651123s
Received healthy response to inference request in 1.3117854595184326s
Received healthy response to inference request in 1.3055014610290527s
Received healthy response to inference request in 1.2781431674957275s
5 requests
0 failed requests
5th percentile: 1.2836148262023925
10th percentile: 1.2890864849090575
20th percentile: 1.3000298023223877
30th percentile: 1.3067582607269288
40th percentile: 1.3092718601226807
50th percentile: 1.3117854595184326
60th percentile: 1.3208387851715089
70th percentile: 1.329892110824585
80th percentile: 1.5301369190216065
90th percentile: 1.9215732097625733
95th percentile: 2.1172913551330566
99th percentile: 2.2738658714294435
mean time: 1.5085716724395752
Pipeline stage StressChecker completed in 8.16s
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_4375_v2 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_4375_v2 status is now inactive due to auto deactivation removed underperforming models

Usage Metrics

Latency Metrics