submission_id: cgato-l3-thespice-8b-dp_3142_v19
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': 0.95, 'top_p': 1.0, 'min_p': 0.25, '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: 2024-06-01T13:30:17+00:00
model_name: cgato-l3-thespice-8b-dp_3142_v19
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 6239
num_wins: 3293
celo_rating: 1206.24
safety_score: 0.95
propriety_score: 0.5
propriety_total_count: 2.0
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-dp_3142_v19
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: 2024-06-01
win_ratio: 0.5278089437409841
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dp-3142-v19-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dp-3142-v19-mkmlizer to finish
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ _____ __ __ ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ Version: 0.8.14 ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ https://mk1.ai ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ The license key for the current software has been verified as ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ belonging to: ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ║ ║
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dp-3142-v19-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-dp-3142-v19-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: Downloaded to shared memory in 17.229s
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:02, 80.65it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 92.21it/s] Loading 0: 99%|█████████▊| 287/291 [00:02<00:00, 135.61it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: quantized model in 23.389s
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e13.2 in 43.231s
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dp-3142-v19
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dp-3142-v19/config.json
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dp-3142-v19/special_tokens_map.json
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dp-3142-v19/tokenizer_config.json
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dp-3142-v19/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dp-3142-v19-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-dp-3142-v19-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dp-3142-v19-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-dp-3142-v19-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dp-3142-v19-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-dp-3142-v19-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dp-3142-v19-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-dp-3142-v19-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dp-3142-v19_reward
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dp-3142-v19_reward/config.json
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dp-3142-v19_reward/tokenizer_config.json
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dp-3142-v19_reward/merges.txt
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dp-3142-v19_reward/special_tokens_map.json
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dp-3142-v19_reward/vocab.json
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dp-3142-v19_reward/tokenizer.json
cgato-l3-thespice-8b-dp-3142-v19-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dp-3142-v19_reward/reward.tensors
Job cgato-l3-thespice-8b-dp-3142-v19-mkmlizer completed after 73.11s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dp-3142-v19-mkmlizer
Pipeline stage MKMLizer completed in 76.12s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dp-3142-v19
Waiting for inference service cgato-l3-thespice-8b-dp-3142-v19 to be ready
Inference service cgato-l3-thespice-8b-dp-3142-v19 ready after 50.28179979324341s
Pipeline stage ISVCDeployer completed in 56.92s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.114372491836548s
Received healthy response to inference request in 1.300635814666748s
Received healthy response to inference request in 1.3075737953186035s
Received healthy response to inference request in 1.2943222522735596s
Received healthy response to inference request in 1.2893333435058594s
5 requests
0 failed requests
5th percentile: 1.2903311252593994
10th percentile: 1.2913289070129395
20th percentile: 1.2933244705200195
30th percentile: 1.2955849647521973
40th percentile: 1.2981103897094726
50th percentile: 1.300635814666748
60th percentile: 1.3034110069274902
70th percentile: 1.3061861991882324
80th percentile: 1.4689335346221926
90th percentile: 1.7916530132293702
95th percentile: 1.9530127525329588
99th percentile: 2.08210054397583
mean time: 1.4612475395202638
Pipeline stage StressChecker completed in 7.90s
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-dp_3142_v19 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dp_3142_v19 status is now inactive due to auto deactivation removed underperforming models

Usage Metrics

Latency Metrics