submission_id: bbchicago-l3-8b-fusion-m_6762_v2
developer_uid: Bbbrun0
status: inactive
model_repo: BBChicago/L3-8B-fusion-math-enhance-v0.0.3
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 1.0, 'top_p': 1.0, '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: 2024-06-05T02:39:25+00:00
model_name: bbchicago-l3-8b-fusion-m_6762_v2
model_eval_status: success
model_group: BBChicago/L3-8B-fusion-m
num_battles: 9232
num_wins: 4823
celo_rating: 1199.12
propriety_score: 0.6512455516014235
propriety_total_count: 281.0
submission_type: basic
model_architecture: LlamaForCausalLM
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: bbchicago-l3-8b-fusion-m_6762_v2
ineligible_reason: propriety_total_count < 5000
language_model: BBChicago/L3-8B-fusion-math-enhance-v0.0.3
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-06-04
win_ratio: 0.5224220103986135
Resubmit model
Running pipeline stage MKMLizer
Starting job with name bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer
Waiting for job on bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer to finish
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ _____ __ __ ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ /___/ ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ Version: 0.8.14 ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ https://mk1.ai ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ The license key for the current software has been verified as ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ belonging to: ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ Chai Research Corp. ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ║ ║
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-l3-8b-fusion-m-6762-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.
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: warnings.warn(warning_message, FutureWarning)
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: Downloaded to shared memory in 19.726s
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: quantizing model to /dev/shm/model_cache
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 5%|▍ | 14/291 [00:00<00:02, 132.46it/s] Loading 0: 11%|█ | 32/291 [00:00<00:01, 147.53it/s] Loading 0: 17%|█▋ | 50/291 [00:00<00:01, 152.47it/s] Loading 0: 23%|██▎ | 66/291 [00:00<00:01, 151.94it/s] Loading 0: 29%|██▊ | 83/291 [00:00<00:02, 81.61it/s] Loading 0: 33%|███▎ | 95/291 [00:00<00:02, 88.88it/s] Loading 0: 39%|███▉ | 113/291 [00:01<00:01, 106.46it/s] Loading 0: 45%|████▌ | 131/291 [00:01<00:01, 119.45it/s] Loading 0: 51%|█████ | 148/291 [00:01<00:01, 129.43it/s] Loading 0: 57%|█████▋ | 165/291 [00:01<00:00, 136.02it/s] Loading 0: 62%|██████▏ | 180/291 [00:01<00:00, 133.15it/s] Loading 0: 67%|██████▋ | 195/291 [00:01<00:01, 83.70it/s] Loading 0: 73%|███████▎ | 212/291 [00:01<00:00, 98.26it/s] Loading 0: 79%|███████▉ | 230/291 [00:02<00:00, 113.77it/s] Loading 0: 85%|████████▌ | 248/291 [00:02<00:00, 126.10it/s] Loading 0: 91%|█████████▏| 266/291 [00:02<00:00, 135.37it/s] Loading 0: 97%|█████████▋| 282/291 [00:02<00:00, 141.31it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: quantized model in 23.466s
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: Processed model BBChicago/L3-8B-fusion-math-enhance-v0.0.3 in 45.766s
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-l3-8b-fusion-m-6762-v2
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-l3-8b-fusion-m-6762-v2/tokenizer_config.json
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-l3-8b-fusion-m-6762-v2/special_tokens_map.json
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-l3-8b-fusion-m-6762-v2/config.json
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-l3-8b-fusion-m-6762-v2/tokenizer.json
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-l3-8b-fusion-m-6762-v2/flywheel_model.0.safetensors
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
bbchicago-l3-8b-fusion-m-6762-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.
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: warnings.warn(
bbchicago-l3-8b-fusion-m-6762-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.
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: warnings.warn(
bbchicago-l3-8b-fusion-m-6762-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.
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: warnings.warn(
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: Saving duration: 0.404s
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 7.065s
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: creating bucket guanaco-reward-models
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-l3-8b-fusion-m-6762-v2_reward
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-l3-8b-fusion-m-6762-v2_reward/special_tokens_map.json
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-l3-8b-fusion-m-6762-v2_reward/tokenizer_config.json
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-l3-8b-fusion-m-6762-v2_reward/config.json
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-l3-8b-fusion-m-6762-v2_reward/merges.txt
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-l3-8b-fusion-m-6762-v2_reward/vocab.json
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-l3-8b-fusion-m-6762-v2_reward/tokenizer.json
bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-l3-8b-fusion-m-6762-v2_reward/reward.tensors
Job bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer completed after 73.38s with status: succeeded
Stopping job with name bbchicago-l3-8b-fusion-m-6762-v2-mkmlizer
Pipeline stage MKMLizer completed in 77.09s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.11s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-l3-8b-fusion-m-6762-v2
Waiting for inference service bbchicago-l3-8b-fusion-m-6762-v2 to be ready
Inference service bbchicago-l3-8b-fusion-m-6762-v2 ready after 30.307481288909912s
Pipeline stage ISVCDeployer completed in 37.49s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0647993087768555s
Received healthy response to inference request in 1.2529020309448242s
Received healthy response to inference request in 1.238105297088623s
Received healthy response to inference request in 1.2385966777801514s
Received healthy response to inference request in 1.2254688739776611s
5 requests
0 failed requests
5th percentile: 1.2279961585998536
10th percentile: 1.230523443222046
20th percentile: 1.2355780124664306
30th percentile: 1.2382035732269288
40th percentile: 1.23840012550354
50th percentile: 1.2385966777801514
60th percentile: 1.2443188190460206
70th percentile: 1.2500409603118896
80th percentile: 1.4152814865112306
90th percentile: 1.740040397644043
95th percentile: 1.902419853210449
99th percentile: 2.0323234176635743
mean time: 1.403974437713623
Pipeline stage StressChecker completed in 7.63s
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
bbchicago-l3-8b-fusion-m_6762_v2 status is now deployed due to DeploymentManager action
bbchicago-l3-8b-fusion-m_6762_v2 status is now inactive due to auto deactivation removed underperforming models

Usage Metrics

Latency Metrics