submission_id: cycy233-l3-bdpo-v3-c3_v3
developer_uid: shiroe40
status: inactive
model_repo: cycy233/L3-bdpo-v3-c3
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 0.6, 'top_p': 0.9, 'min_p': 0.0, 'top_k': 40, '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': False}
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': False}
timestamp: 2024-07-12T04:07:24+00:00
model_name: auto
model_group: cycy233/L3-bdpo-v3-c3
num_battles: 23789
num_wins: 12957
celo_rating: 1233.45
propriety_score: 0.7002702385148631
propriety_total_count: 8511.0
submission_type: basic
model_architecture: LlamaForCausalLM
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: auto
ineligible_reason: None
language_model: cycy233/L3-bdpo-v3-c3
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-07-11
win_ratio: 0.5446634999369456
preference_data_url: None
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cycy233-l3-bdpo-v3-c3-v3-mkmlizer
Waiting for job on cycy233-l3-bdpo-v3-c3-v3-mkmlizer to finish
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ _____ __ __ ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ /___/ ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ Version: 0.8.14 ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ https://mk1.ai ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ The license key for the current software has been verified as ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ belonging to: ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ Chai Research Corp. ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ║ ║
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: Downloaded to shared memory in 25.087s
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: quantizing model to /dev/shm/model_cache
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 4%|▍ | 13/291 [00:00<00:02, 114.05it/s] Loading 0: 9%|▉ | 27/291 [00:00<00:02, 125.77it/s] Loading 0: 14%|█▎ | 40/291 [00:00<00:02, 122.13it/s] Loading 0: 18%|█▊ | 53/291 [00:00<00:01, 123.84it/s] Loading 0: 23%|██▎ | 67/291 [00:00<00:01, 121.70it/s] Loading 0: 28%|██▊ | 81/291 [00:00<00:01, 126.15it/s] Loading 0: 32%|███▏ | 94/291 [00:01<00:03, 56.39it/s] Loading 0: 37%|███▋ | 108/291 [00:01<00:02, 69.82it/s] Loading 0: 41%|████ | 120/291 [00:01<00:02, 77.62it/s] Loading 0: 45%|████▌ | 131/291 [00:01<00:01, 81.39it/s] Loading 0: 51%|█████ | 147/291 [00:01<00:01, 98.17it/s] Loading 0: 55%|█████▍ | 159/291 [00:01<00:01, 101.26it/s] Loading 0: 59%|█████▉ | 173/291 [00:01<00:01, 108.44it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 61.79it/s] Loading 0: 68%|██████▊ | 197/291 [00:02<00:01, 67.87it/s] Loading 0: 73%|███████▎ | 211/291 [00:02<00:01, 79.53it/s] Loading 0: 77%|███████▋ | 225/291 [00:02<00:00, 91.39it/s] Loading 0: 82%|████████▏ | 238/291 [00:02<00:00, 97.90it/s] Loading 0: 86%|████████▌ | 250/291 [00:02<00:00, 102.01it/s] Loading 0: 91%|█████████ | 264/291 [00:02<00:00, 107.68it/s] Loading 0: 95%|█████████▍| 276/291 [00:03<00:00, 106.68it/s] Loading 0: 99%|█████████▉| 288/291 [00:09<00:00, 5.92it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: quantized model in 29.132s
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: Processed model cycy233/L3-bdpo-v3-c3 in 54.220s
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: creating bucket guanaco-mkml-models
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cycy233-l3-bdpo-v3-c3-v3
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cycy233-l3-bdpo-v3-c3-v3/special_tokens_map.json
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cycy233-l3-bdpo-v3-c3-v3/tokenizer_config.json
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cycy233-l3-bdpo-v3-c3-v3/config.json
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cycy233-l3-bdpo-v3-c3-v3/tokenizer.json
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cycy233-l3-bdpo-v3-c3-v3/flywheel_model.0.safetensors
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:919: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: warnings.warn(
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: warnings.warn(
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:769: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: warnings.warn(
cycy233-l3-bdpo-v3-c3-v3-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.
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: warnings.warn(
cycy233-l3-bdpo-v3-c3-v3-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()
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: return self.fget.__get__(instance, owner)()
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: Saving duration: 0.511s
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 4.304s
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: creating bucket guanaco-reward-models
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v3_reward
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v3_reward/config.json
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v3_reward/special_tokens_map.json
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v3_reward/tokenizer_config.json
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v3_reward/merges.txt
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v3_reward/vocab.json
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v3_reward/tokenizer.json
cycy233-l3-bdpo-v3-c3-v3-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cycy233-l3-bdpo-v3-c3-v3_reward/reward.tensors
Job cycy233-l3-bdpo-v3-c3-v3-mkmlizer completed after 83.41s with status: succeeded
Stopping job with name cycy233-l3-bdpo-v3-c3-v3-mkmlizer
Pipeline stage MKMLizer completed in 84.35s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service cycy233-l3-bdpo-v3-c3-v3
Waiting for inference service cycy233-l3-bdpo-v3-c3-v3 to be ready
Inference service cycy233-l3-bdpo-v3-c3-v3 ready after 40.197129011154175s
Pipeline stage ISVCDeployer completed in 46.93s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0628089904785156s
Received healthy response to inference request in 1.2714569568634033s
Received healthy response to inference request in 1.2585041522979736s
Received healthy response to inference request in 1.315335750579834s
Received healthy response to inference request in 1.250671625137329s
5 requests
0 failed requests
5th percentile: 1.252238130569458
10th percentile: 1.2538046360015869
20th percentile: 1.2569376468658446
30th percentile: 1.2610947132110595
40th percentile: 1.2662758350372314
50th percentile: 1.2714569568634033
60th percentile: 1.2890084743499757
70th percentile: 1.3065599918365478
80th percentile: 1.4648303985595705
90th percentile: 1.763819694519043
95th percentile: 1.913314342498779
99th percentile: 2.0329100608825685
mean time: 1.431755495071411
Pipeline stage StressChecker completed in 7.77s
cycy233-l3-bdpo-v3-c3_v3 status is now deployed due to DeploymentManager action
cycy233-l3-bdpo-v3-c3_v3 status is now inactive due to auto deactivation removed underperforming models

Usage Metrics

Latency Metrics