submission_id: bbchicago-brt-8b-l3-v1-1-e2_v2
developer_uid: Bbbrun0
best_of: 16
celo_rating: 1211.29
display_name: bbchicago-brt-8b-l3-v1-1-e2_v2
family_friendly_score: 0.0
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}
generation_params: {'temperature': 0.95, 'top_p': 1.0, 'min_p': 0.08, '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}
is_internal_developer: False
language_model: BBChicago/Brt-8B-L3_v1.1_e2
max_input_tokens: 512
max_output_tokens: 64
model_architecture: LlamaForCausalLM
model_group: BBChicago/Brt-8B-L3_v1.1
model_name: bbchicago-brt-8b-l3-v1-1-e2_v2
model_num_parameters: 8030261248.0
model_repo: BBChicago/Brt-8B-L3_v1.1_e2
model_size: 8B
num_battles: 27585
num_wins: 14932
ranking_group: single
reward_formatter: {'bot_template': '{bot_name}: {message}\n', 'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'response_template': '{bot_name}:', 'truncate_by_message': False, 'user_template': '{user_name}: {message}\n'}
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
status: torndown
submission_type: basic
timestamp: 2024-06-27T10:03:30+00:00
us_pacific_date: 2024-06-27
win_ratio: 0.5413086822548486
Resubmit model
Running pipeline stage MKMLizer
Starting job with name bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer
Waiting for job on bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer to finish
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: ║ _____ __ __ ║
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bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: ║ /___/ ║
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: ║ ║
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: ║ Version: 0.8.14 ║
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: ║ https://mk1.ai ║
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: ║ ║
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bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: ║ Chai Research Corp. ║
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
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bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: ║ ║
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
bbchicago-brt-8b-l3-v1-1-e2-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-brt-8b-l3-v1-1-e2-v2-mkmlizer: warnings.warn(warning_message, FutureWarning)
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: Downloaded to shared memory in 41.075s
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: quantizing model to /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 1%| | 2/291 [00:04<11:18, 2.35s/it] Loading 0: 5%|▍ | 14/291 [00:04<01:10, 3.95it/s] Loading 0: 10%|▉ | 28/291 [00:04<00:27, 9.43it/s] Loading 0: 14%|█▍ | 41/291 [00:05<00:15, 15.97it/s] Loading 0: 19%|█▉ | 56/291 [00:05<00:09, 25.62it/s] Loading 0: 24%|██▎ | 69/291 [00:05<00:08, 27.67it/s] Loading 0: 29%|██▉ | 85/291 [00:05<00:05, 39.83it/s] Loading 0: 33%|███▎ | 97/291 [00:05<00:03, 48.73it/s] Loading 0: 38%|███▊ | 112/291 [00:05<00:02, 62.71it/s] Loading 0: 43%|████▎ | 125/291 [00:05<00:02, 72.06it/s] Loading 0: 48%|████▊ | 139/291 [00:06<00:01, 84.44it/s] Loading 0: 52%|█████▏ | 152/291 [00:06<00:01, 91.61it/s] Loading 0: 57%|█████▋ | 166/291 [00:06<00:01, 66.03it/s] Loading 0: 61%|██████ | 177/291 [00:06<00:01, 71.31it/s] Loading 0: 66%|██████▋ | 193/291 [00:06<00:01, 86.94it/s] Loading 0: 70%|███████ | 205/291 [00:06<00:00, 90.55it/s] Loading 0: 76%|███████▌ | 220/291 [00:06<00:00, 99.87it/s] Loading 0: 80%|███████▉ | 232/291 [00:07<00:00, 100.26it/s] Loading 0: 85%|████████▍ | 247/291 [00:07<00:00, 109.13it/s] Loading 0: 89%|████████▉ | 259/291 [00:07<00:00, 105.50it/s] Loading 0: 93%|█████████▎| 271/291 [00:07<00:00, 68.00it/s] Loading 0: 98%|█████████▊| 284/291 [00:07<00:00, 76.64it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: quantized model in 23.939s
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: Processed model BBChicago/Brt-8B-L3_v1.1_e2 in 67.509s
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-1-e2-v2
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-1-e2-v2/tokenizer_config.json
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-1-e2-v2/special_tokens_map.json
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-1-e2-v2/config.json
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-1-e2-v2/tokenizer.json
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-brt-8b-l3-v1-1-e2-v2/flywheel_model.0.safetensors
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
bbchicago-brt-8b-l3-v1-1-e2-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-brt-8b-l3-v1-1-e2-v2-mkmlizer: warnings.warn(
bbchicago-brt-8b-l3-v1-1-e2-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-brt-8b-l3-v1-1-e2-v2-mkmlizer: warnings.warn(
bbchicago-brt-8b-l3-v1-1-e2-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-brt-8b-l3-v1-1-e2-v2-mkmlizer: warnings.warn(
bbchicago-brt-8b-l3-v1-1-e2-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()
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: return self.fget.__get__(instance, owner)()
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: Saving duration: 0.394s
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 6.523s
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: creating bucket guanaco-reward-models
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e2-v2_reward
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e2-v2_reward/tokenizer_config.json
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e2-v2_reward/config.json
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e2-v2_reward/special_tokens_map.json
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e2-v2_reward/merges.txt
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e2-v2_reward/vocab.json
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e2-v2_reward/tokenizer.json
bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/bbchicago-brt-8b-l3-v1-1-e2-v2_reward/reward.tensors
Job bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer completed after 104.06s with status: succeeded
Stopping job with name bbchicago-brt-8b-l3-v1-1-e2-v2-mkmlizer
Pipeline stage MKMLizer completed in 105.02s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.13s
Running pipeline stage ISVCDeployer
Creating inference service bbchicago-brt-8b-l3-v1-1-e2-v2
Waiting for inference service bbchicago-brt-8b-l3-v1-1-e2-v2 to be ready
Inference service bbchicago-brt-8b-l3-v1-1-e2-v2 ready after 30.234634399414062s
Pipeline stage ISVCDeployer completed in 37.21s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2597603797912598s
Received healthy response to inference request in 1.2753546237945557s
Received healthy response to inference request in 1.2801578044891357s
Received healthy response to inference request in 1.271022081375122s
Received healthy response to inference request in 1.2692086696624756s
5 requests
0 failed requests
5th percentile: 1.269571352005005
10th percentile: 1.2699340343475343
20th percentile: 1.2706593990325927
30th percentile: 1.2718885898590089
40th percentile: 1.2736216068267823
50th percentile: 1.2753546237945557
60th percentile: 1.2772758960723878
70th percentile: 1.2791971683502197
80th percentile: 1.4760783195495608
90th percentile: 1.8679193496704103
95th percentile: 2.0638398647308347
99th percentile: 2.2205762767791746
mean time: 1.4711007118225097
Pipeline stage StressChecker completed in 8.15s
bbchicago-brt-8b-l3-v1-1-e2_v2 status is now deployed due to DeploymentManager action
bbchicago-brt-8b-l3-v1-1-e2_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of bbchicago-brt-8b-l3-v1-1-e2_v2
Running pipeline stage ISVCDeleter
Checking if service bbchicago-brt-8b-l3-v1-1-e2-v2 is running
Failed to get response for submission zonemercy-graft-cogent-v_7573_v1: ('http://zonemercy-graft-cogent-v-7573-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '{"error":"ValueError : [TypeError(\\"\'numpy.int64\' object is not iterable\\"), TypeError(\'vars() argument must have __dict__ attribute\')]"}')
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 10.43s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-1-e2-v2/config.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-1-e2-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-1-e2-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-1-e2-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key bbchicago-brt-8b-l3-v1-1-e2-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key bbchicago-brt-8b-l3-v1-1-e2-v2_reward/config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-1-e2-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-1-e2-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-1-e2-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-1-e2-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-1-e2-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key bbchicago-brt-8b-l3-v1-1-e2-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 2.19s
bbchicago-brt-8b-l3-v1-1-e2_v2 status is now torndown due to DeploymentManager action
admin requested tearing down of bbchicago-brt-8b-l3-v1-1-e2_v2
Running pipeline stage ISVCDeleter
Pipeline stage %s skipped, reason=%s
Pipeline stage ISVCDeleter completed in 0.48s
Running pipeline stage MKMLModelDeleter
Pipeline stage %s skipped, reason=%s
Pipeline stage MKMLModelDeleter completed in 0.33s
bbchicago-brt-8b-l3-v1-1-e2_v2 status is now torndown due to DeploymentManager action