submission_id: bbchicago-test-lora-003_v1
developer_uid: Bbbrun0
status: inactive
model_repo: BBChicago/Test_Lora_003
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: 2024-06-13T04:22:29+00:00
model_name: bbchicago-test-lora-003_v1
model_eval_status: success
model_group: BBChicago/Test_Lora_003
num_battles: 24249
num_wins: 11906
celo_rating: 1174.85
propriety_score: 0.6996850844546235
propriety_total_count: 10479.0
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-test-lora-003_v1
ineligible_reason: None
language_model: BBChicago/Test_Lora_003
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-06-12
win_ratio: 0.4909893191471813
Resubmit model
Running pipeline stage MKMLizer
Starting job with name bbchicago-test-lora-003-v1-mkmlizer
Waiting for job on bbchicago-test-lora-003-v1-mkmlizer to finish
bbchicago-test-lora-003-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-test-lora-003-v1-mkmlizer: ║ _____ __ __ ║
bbchicago-test-lora-003-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
bbchicago-test-lora-003-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
bbchicago-test-lora-003-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
bbchicago-test-lora-003-v1-mkmlizer: ║ /___/ ║
bbchicago-test-lora-003-v1-mkmlizer: ║ ║
bbchicago-test-lora-003-v1-mkmlizer: ║ Version: 0.8.14 ║
bbchicago-test-lora-003-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
bbchicago-test-lora-003-v1-mkmlizer: ║ https://mk1.ai ║
bbchicago-test-lora-003-v1-mkmlizer: ║ ║
bbchicago-test-lora-003-v1-mkmlizer: ║ The license key for the current software has been verified as ║
bbchicago-test-lora-003-v1-mkmlizer: ║ belonging to: ║
bbchicago-test-lora-003-v1-mkmlizer: ║ ║
bbchicago-test-lora-003-v1-mkmlizer: ║ Chai Research Corp. ║
bbchicago-test-lora-003-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
bbchicago-test-lora-003-v1-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
bbchicago-test-lora-003-v1-mkmlizer: ║ ║
bbchicago-test-lora-003-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-test-lora-003-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.
bbchicago-test-lora-003-v1-mkmlizer: warnings.warn(warning_message, FutureWarning)
bbchicago-test-lora-003-v1-mkmlizer: Downloaded to shared memory in 39.112s
bbchicago-test-lora-003-v1-mkmlizer: quantizing model to /dev/shm/model_cache
bbchicago-test-lora-003-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-test-lora-003-v1-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 1%| | 2/291 [00:04<10:51, 2.25s/it] Loading 0: 5%|▌ | 15/291 [00:04<01:02, 4.42it/s] Loading 0: 11%|█▏ | 33/291 [00:04<00:22, 11.71it/s] Loading 0: 18%|█▊ | 51/291 [00:04<00:11, 21.01it/s] Loading 0: 22%|██▏ | 64/291 [00:05<00:09, 24.38it/s] Loading 0: 27%|██▋ | 78/291 [00:05<00:06, 33.64it/s] Loading 0: 33%|███▎ | 95/291 [00:05<00:04, 47.75it/s] Loading 0: 39%|███▉ | 113/291 [00:05<00:02, 63.58it/s] Loading 0: 45%|████▍ | 130/291 [00:05<00:02, 79.84it/s] Loading 0: 51%|█████ | 148/291 [00:05<00:01, 95.79it/s] Loading 0: 57%|█████▋ | 166/291 [00:06<00:01, 71.89it/s] Loading 0: 63%|██████▎ | 184/291 [00:06<00:01, 86.76it/s] Loading 0: 69%|██████▉ | 202/291 [00:06<00:00, 100.48it/s] Loading 0: 74%|███████▍ | 216/291 [00:06<00:00, 108.24it/s] Loading 0: 79%|███████▉ | 231/291 [00:06<00:00, 114.16it/s] Loading 0: 86%|████████▌ | 249/291 [00:06<00:00, 125.67it/s] Loading 0: 91%|█████████▏| 266/291 [00:07<00:00, 81.84it/s] Loading 0: 98%|█████████▊| 284/291 [00:07<00:00, 96.41it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
bbchicago-test-lora-003-v1-mkmlizer: quantized model in 23.182s
bbchicago-test-lora-003-v1-mkmlizer: Processed model BBChicago/Test_Lora_003 in 64.957s
bbchicago-test-lora-003-v1-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-test-lora-003-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-test-lora-003-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-test-lora-003-v1
bbchicago-test-lora-003-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-test-lora-003-v1/special_tokens_map.json
bbchicago-test-lora-003-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-test-lora-003-v1/config.json
bbchicago-test-lora-003-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-test-lora-003-v1/tokenizer_config.json
bbchicago-test-lora-003-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-test-lora-003-v1/tokenizer.json
bbchicago-test-lora-003-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-test-lora-003-v1/flywheel_model.0.safetensors
bbchicago-test-lora-003-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
bbchicago-test-lora-003-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.
bbchicago-test-lora-003-v1-mkmlizer: warnings.warn(
bbchicago-test-lora-003-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.
bbchicago-test-lora-003-v1-mkmlizer: warnings.warn(
bbchicago-test-lora-003-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.
bbchicago-test-lora-003-v1-mkmlizer: warnings.warn(
bbchicago-test-lora-003-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()
bbchicago-test-lora-003-v1-mkmlizer: return self.fget.__get__(instance, owner)()
bbchicago-test-lora-003-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-test-lora-003-v1-mkmlizer: Saving duration: 0.419s
bbchicago-test-lora-003-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 3.632s
bbchicago-test-lora-003-v1-mkmlizer: creating bucket guanaco-reward-models
bbchicago-test-lora-003-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-test-lora-003-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-test-lora-003-v1_reward
bbchicago-test-lora-003-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-test-lora-003-v1_reward/config.json
bbchicago-test-lora-003-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-test-lora-003-v1_reward/vocab.json
bbchicago-test-lora-003-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-test-lora-003-v1_reward/tokenizer_config.json
bbchicago-test-lora-003-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-test-lora-003-v1_reward/merges.txt
bbchicago-test-lora-003-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-test-lora-003-v1_reward/special_tokens_map.json
bbchicago-test-lora-003-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-test-lora-003-v1_reward/tokenizer.json
bbchicago-test-lora-003-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-test-lora-003-v1_reward/reward.tensors
Job bbchicago-test-lora-003-v1-mkmlizer completed after 83.22s with status: succeeded
Stopping job with name bbchicago-test-lora-003-v1-mkmlizer
Pipeline stage MKMLizer completed in 87.66s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-test-lora-003-v1
Waiting for inference service bbchicago-test-lora-003-v1 to be ready
Inference service bbchicago-test-lora-003-v1 ready after 40.25605344772339s
Pipeline stage ISVCDeployer completed in 48.30s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1545400619506836s
Received healthy response to inference request in 1.2750539779663086s
Received healthy response to inference request in 1.2704777717590332s
Received healthy response to inference request in 1.2611520290374756s
Received healthy response to inference request in 1.2462389469146729s
5 requests
0 failed requests
5th percentile: 1.2492215633392334
10th percentile: 1.252204179763794
20th percentile: 1.258169412612915
30th percentile: 1.263017177581787
40th percentile: 1.2667474746704102
50th percentile: 1.2704777717590332
60th percentile: 1.2723082542419433
70th percentile: 1.2741387367248536
80th percentile: 1.4509511947631837
90th percentile: 1.8027456283569336
95th percentile: 1.9786428451538085
99th percentile: 2.1193606185913088
mean time: 1.4414925575256348
Pipeline stage StressChecker completed in 7.86s
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
bbchicago-test-lora-003_v1 status is now deployed due to DeploymentManager action
bbchicago-test-lora-003_v1 status is now inactive due to auto deactivation removed underperforming models

Usage Metrics

Latency Metrics